Ten challenges for the future of pedometrics

•Community-based research effort.•Define ten challenging and unsolved pedometrics questions.•Review and proposed agenda for each challenge.•Guide for future pedometrics research.•Foster collaboration among soil scientists to solve the challenges. Pedometrics, the application of mathematical and stat...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Geoderma Ročník 401; s. 115155
Hlavní autoři: Wadoux, Alexandre M.J.-C., Heuvelink, Gerard B.M., Lark, R. Murray, Lagacherie, Philippe, Bouma, Johan, Mulder, Vera L., Libohova, Zamir, Yang, Lin, McBratney, Alex B.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.11.2021
Elsevier
Témata:
geostatistics
Knowledge gaps
Methodology
Pedology
Research questions
Scientific agenda
soil
soil classification
soil formation
Soil science
Statistics
Soil science
Pedology
Knowledge gaps
Scientific agenda
Research questions
ISSN:0016-7061, 1872-6259
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract •Community-based research effort.•Define ten challenging and unsolved pedometrics questions.•Review and proposed agenda for each challenge.•Guide for future pedometrics research.•Foster collaboration among soil scientists to solve the challenges. Pedometrics, the application of mathematical and statistical methods to the study of the distribution and genesis of soils, has broadened its scope over the past two decades. The primary focus of pedometricians has traditionally been on spatial and spatio-temporal soil inventories with numerical soil classification, geostatistical modelling of spatial variation and mapping. The rapid development of remote and proximal soil sensing as well as data-driven statistical modelling techniques have had a major impact on pedometrics over the past decades. During this time, a general demand for quantitative digital soil information for environmental modelling and management has compelled pedometricians to address other soil-related questions from a quantitative point of view: soil genesis and utility and quality of soil. While scientific progress is largely an autonomous process that is difficult to steer, research efforts could benefit from an agenda with pressing pedometric research topics. This paper defines and discusses ten recent or longstanding pedometrics challenges, with the attempt to identify knowledge gaps and suggest new concepts and methods to overcome them. The ten challenges were selected through a collaborative effort and may serve as a guidance for future pedometrics research and to foster collaboration among soil scientists. The challenges discussed in this paper are also indicators of the current understanding and state of knowledge from which progress can be measured in the future.
AbstractList Pedometrics, the application of mathematical and statistical methods to the study of the distribution and genesis of soils, has broadened its scope over the past two decades. The primary focus of pedometricians has traditionally been on spatial and spatio-temporal soil inventories with numerical soil classification, geostatistical modelling of spatial variation and mapping. The rapid development of remote and proximal soil sensing as well as data-driven statistical modelling techniques have had a major impact on pedometrics over the past decades. During this time, a general demand for quantitative digital soil information for environmental modelling and management has compelled pedometricians to address other soil-related questions from a quantitative point of view: soil genesis and utility and quality of soil. While scientific progress is largely an autonomous process that is difficult to steer, research efforts could benefit from an agenda with pressing pedometric research topics. This paper defines and discusses ten recent or longstanding pedometrics challenges, with the attempt to identify knowledge gaps and suggest new concepts and methods to overcome them. The ten challenges were selected through a collaborative effort and may serve as a guidance for future pedometrics research and to foster collaboration among soil scientists. The challenges discussed in this paper are also indicators of the current understanding and state of knowledge from which progress can be measured in the future.
•Community-based research effort.•Define ten challenging and unsolved pedometrics questions.•Review and proposed agenda for each challenge.•Guide for future pedometrics research.•Foster collaboration among soil scientists to solve the challenges. Pedometrics, the application of mathematical and statistical methods to the study of the distribution and genesis of soils, has broadened its scope over the past two decades. The primary focus of pedometricians has traditionally been on spatial and spatio-temporal soil inventories with numerical soil classification, geostatistical modelling of spatial variation and mapping. The rapid development of remote and proximal soil sensing as well as data-driven statistical modelling techniques have had a major impact on pedometrics over the past decades. During this time, a general demand for quantitative digital soil information for environmental modelling and management has compelled pedometricians to address other soil-related questions from a quantitative point of view: soil genesis and utility and quality of soil. While scientific progress is largely an autonomous process that is difficult to steer, research efforts could benefit from an agenda with pressing pedometric research topics. This paper defines and discusses ten recent or longstanding pedometrics challenges, with the attempt to identify knowledge gaps and suggest new concepts and methods to overcome them. The ten challenges were selected through a collaborative effort and may serve as a guidance for future pedometrics research and to foster collaboration among soil scientists. The challenges discussed in this paper are also indicators of the current understanding and state of knowledge from which progress can be measured in the future.
ArticleNumber 115155
Author Bouma, Johan
Mulder, Vera L.
McBratney, Alex B.
Lagacherie, Philippe
Yang, Lin
Lark, R. Murray
Libohova, Zamir
Wadoux, Alexandre M.J.-C.
Heuvelink, Gerard B.M.
Author_xml – sequence: 1
  givenname: Alexandre M.J.-C.
  surname: Wadoux
  fullname: Wadoux, Alexandre M.J.-C.
  email: alexandre.wadoux@sydney.edu.au
  organization: Sydney Institute of Agriculture & School of Life and Environmental Sciences, The University of Sydney, Australia
– sequence: 2
  givenname: Gerard B.M.
  surname: Heuvelink
  fullname: Heuvelink, Gerard B.M.
  organization: Soil Geography and Landscape group, Wageningen University & Research, The Netherlands
– sequence: 3
  givenname: R. Murray
  surname: Lark
  fullname: Lark, R. Murray
  organization: School of Biosciences, University of Nottingham, United Kingdom
– sequence: 4
  givenname: Philippe
  surname: Lagacherie
  fullname: Lagacherie, Philippe
  organization: LISAH, University of Montpellier, INRAE, IRD, Montpellier SupAgro, France
– sequence: 5
  givenname: Johan
  surname: Bouma
  fullname: Bouma, Johan
  organization: formerly Department of Soil Science and Geology, Wageningen University & Research, The Netherlands
– sequence: 6
  givenname: Vera L.
  surname: Mulder
  fullname: Mulder, Vera L.
  organization: Soil Geography and Landscape group, Wageningen University & Research, The Netherlands
– sequence: 7
  givenname: Zamir
  surname: Libohova
  fullname: Libohova, Zamir
  organization: US Department of Agriculture, Natural Resources Conservation Services, USA
– sequence: 8
  givenname: Lin
  surname: Yang
  fullname: Yang, Lin
  organization: School of Geography and Ocean Science, Nanjing University, China
– sequence: 9
  givenname: Alex B.
  surname: McBratney
  fullname: McBratney, Alex B.
  organization: Sydney Institute of Agriculture & School of Life and Environmental Sciences, The University of Sydney, Australia
BackLink https://hal.inrae.fr/hal-03243607$$DView record in HAL
BookMark eNqFkMtKAzEUhoNUsF5eQWap4Iy5TwsuLMUbFNzUdcgkJzZlOqlJKvj2Thl14aarwzl8_8_hO0WjLnSA0CXBFcFE3q6rdwgW4kZXFFNSESKIEEdoTCY1LSUV0xEa454sayzJCTpNad2vNaZ4jG6W0BVmpdsWundIhQuxyCso3C7vIhTBFVuwYQM5epPO0bHTbYKLn3mG3h4flvPncvH69DKfLUrDaZ3LacMaCw1xlDjCmZ1MptpJK7kVhjlwRmhsHbdsypyl3DQSeCNwI420XFrBztD10Nv_pbbRb3T8UkF79TxbqP0NM8qZxPUn6dmrgd3G8LGDlNXGJwNtqzsIu6SokEQwPpG8R-WAmhhSiuD-uglWe5VqrX5Vqr1KNajsg3f_gsZnnX3octS-PRy_H-LQO_v0EFUyHjoD1kcwWdngD1V8A-NUlRs
CitedBy_id crossref_primary_10_1016_j_geoderma_2025_117446
crossref_primary_10_1111_ejss_13450
crossref_primary_10_1016_j_geoderma_2024_116795
crossref_primary_10_2489_jswc_2024_00068
crossref_primary_10_1080_10106049_2022_2102228
crossref_primary_10_1111_ejss_13523
crossref_primary_10_1016_j_geoderma_2024_116915
crossref_primary_10_1134_S1064229322100027
crossref_primary_10_1007_s12665_025_12235_y
crossref_primary_10_1016_j_geoderma_2023_116585
crossref_primary_10_1111_ejss_70014
crossref_primary_10_3390_agriculture14081298
crossref_primary_10_1016_j_geoderma_2025_117277
crossref_primary_10_1007_s12145_024_01556_4
crossref_primary_10_1016_j_geoderma_2021_115659
crossref_primary_10_1016_j_spasta_2022_100639
crossref_primary_10_1016_j_geoderma_2022_115953
crossref_primary_10_1016_j_scitotenv_2023_163572
crossref_primary_10_1088_1748_9326_aca41e
crossref_primary_10_3390_soilsystems6020034
crossref_primary_10_1016_j_geoderma_2024_116805
crossref_primary_10_1016_j_geodrs_2022_e00584
crossref_primary_10_1016_j_geoderma_2025_117302
crossref_primary_10_1016_j_envc_2025_101303
crossref_primary_10_1016_j_scitotenv_2024_170972
crossref_primary_10_1016_j_geoderma_2025_117466
crossref_primary_10_1111_ejss_13550
crossref_primary_10_1007_s11119_022_09955_7
crossref_primary_10_1371_journal_pone_0296545
crossref_primary_10_1016_j_ejrh_2025_102366
crossref_primary_10_1016_j_geoderma_2024_117067
crossref_primary_10_1007_s10661_025_13992_w
crossref_primary_10_1016_j_soilad_2024_100025
crossref_primary_10_3390_land11122178
crossref_primary_10_1016_j_still_2025_106747
crossref_primary_10_1016_j_catena_2023_107392
crossref_primary_10_1007_s41748_025_00619_w
crossref_primary_10_1109_JSTARS_2023_3275745
crossref_primary_10_1111_ejss_13581
crossref_primary_10_3390_soilsystems5030056
crossref_primary_10_1016_j_geoderma_2025_117337
crossref_primary_10_1080_10095020_2025_2454523
crossref_primary_10_1007_s40808_022_01493_5
crossref_primary_10_3390_agriculture12071062
crossref_primary_10_1111_ejss_70080
crossref_primary_10_5194_essd_16_2941_2024
crossref_primary_10_1139_cjss_2024_0070
crossref_primary_10_1016_j_geoderma_2022_116029
crossref_primary_10_1016_j_geoderma_2024_116824
crossref_primary_10_3390_land13060882
crossref_primary_10_1016_j_scitotenv_2024_170778
crossref_primary_10_5194_soil_9_21_2023
Cites_doi 10.1016/j.geoderma.2019.05.012
10.1007/978-1-4612-3532-3_4
10.1016/j.earscirev.2020.103359
10.1016/S0016-7061(99)00083-X
10.1016/j.geodrs.2017.10.004
10.1016/j.geoderma.2016.08.017
10.1016/0341-8162(95)00028-Q
10.1016/S0016-7061(00)00043-4
10.1016/j.geoderma.2018.02.020
10.1111/1462-2920.13231
10.1016/j.geoderma.2018.11.048
10.1016/j.geoderma.2018.11.002
10.1016/0016-7061(94)90024-8
10.1016/j.geoderma.2020.114725
10.1111/ejss.12282
10.1002/1096-9837(200008)25:9<1025::AID-ESP116>3.0.CO;2-Z
10.1016/j.geoderma.2015.08.013
10.5194/gmd-10-3519-2017
10.1016/j.jhydrol.2016.12.049
10.1111/ejss.12787
10.1128/msystems.00181-18
10.1002/2015WR017548
10.1097/00010694-200012000-00007
10.3390/su11123350
10.2136/vzj2015.09.0131
10.1016/j.geoderma.2009.07.005
10.2136/sssaj2011.0115
10.1016/j.geoderma.2011.10.007
10.1016/j.geoderma.2007.08.015
10.1016/j.geoderma.2018.07.026
10.5194/soil-4-1-2018
10.1016/j.agee.2009.06.014
10.1016/S0304-3800(02)00064-9
10.3389/fenvs.2019.00164
10.1111/geb.13118
10.2136/sssaj1959.03615995002300020021x
10.1111/ejss.13011
10.1016/j.geoderma.2019.114121
10.1016/j.still.2004.03.008
10.1016/j.geoderma.2019.07.018
10.1038/s41586-019-1418-6
10.1515/intag-2017-0039
10.2136/sssaj1968.03615995003200030030x
10.1071/SR14366
10.2136/sssaj2007.0011
10.2136/vzj2012.0186
10.1016/j.geoderma.2013.09.024
10.4267/2042/56287
10.1016/j.quascirev.2016.10.002
10.1016/S0166-2481(06)31022-7
10.1016/j.geoderma.2020.114508
10.1016/j.geoderma.2006.03.038
10.1016/j.ecolecon.2014.02.008
10.1111/j.1365-2389.1992.tb00127.x
10.1016/j.geoderma.2006.03.041
10.1111/j.1365-2664.2012.02213.x
10.1016/j.geoderma.2018.07.050
10.1111/2041-210X.12097
10.1090/S0002-9904-1902-00923-3
10.1016/S0016-7061(01)00024-6
10.1016/j.soisec.2020.100001
10.1111/ejss.12790
10.1016/j.geoderma.2005.04.009
10.1016/j.geoderma.2004.04.004
10.1039/b203096a
10.5194/esurf-5-21-2017
10.1007/s10584-011-0177-7
10.1128/AEM.00966-17
10.1016/j.geoderma.2020.114503
10.1016/0016-7061(92)90083-J
10.1016/S0016-7061(99)00003-8
10.1088/1748-9326/aaed52
10.1016/j.geoderma.2013.02.011
10.1016/S0016-7061(00)00088-4
10.1016/j.geoderma.2013.08.013
10.1016/0016-7061(94)90043-4
10.1111/j.1365-2389.1991.tb00411.x
10.1016/S0016-7061(03)00096-X
10.1016/S0016-7061(02)00139-8
10.1016/j.geoderma.2009.07.009
10.1016/j.agee.2007.01.008
10.1016/j.geoderma.2008.11.008
10.1016/0016-7061(96)00031-6
10.1016/S0016-7061(03)00137-X
10.1097/00010694-196303000-00014
10.1016/j.compag.2004.03.002
10.1002/env.471
10.1021/es203880p
10.17159/2411-9717/2015/v115n2a12
10.1038/s42003-019-0684-z
10.1016/0016-7061(75)90001-4
10.1016/j.soilbio.2018.06.029
10.1016/j.geoderma.2006.10.016
10.1016/j.geoderma.2015.05.006
10.1111/j.1365-2389.1980.tb02085.x
10.1016/j.geoderma.2011.01.001
10.1016/j.scitotenv.2019.05.061
10.1016/j.geoderma.2007.05.012
10.3390/soilsystems3020034
10.1016/j.geoderma.2016.12.017
10.1191/0309133303pp366ra
10.1016/j.geoderma.2018.02.022
10.5194/soil-4-123-2018
10.1016/j.geoderma.2019.01.049
10.1016/j.geoderma.2019.113913
10.1016/j.geoderma.2006.03.042
10.1016/S0304-3800(03)00027-9
10.1038/138548c0
10.1111/1365-2745.12025
10.1016/j.geoderma.2015.09.008
10.1071/SR12144
10.1016/j.geoderma.2015.08.009
10.1111/j.1365-2389.1983.tb01057.x
10.1016/j.geoderma.2016.06.031
10.5194/soil-5-1-2019
10.1016/0098-3004(81)90077-7
10.1890/1051-0761(2006)016[2123:MDITAA]2.0.CO;2
10.1111/j.1365-2389.1971.tb01624.x
10.1016/j.landusepol.2017.06.025
10.1016/j.geoderma.2017.08.009
10.1111/j.1469-8137.2011.03859.x
10.1080/01431160110115942
10.1002/jpln.201300646
10.1016/S0016-7061(98)00078-0
10.3389/feart.2013.00002
10.1038/ncomms2431
10.1016/S0022-1694(02)00252-4
10.1016/B978-0-12-394275-3.00003-1
10.1111/sum.12518
10.5897/AJAR2015.9904
10.1016/S0016-7061(01)00025-8
10.1016/j.geoderma.2009.07.010
10.1016/j.geoderma.2012.01.005
10.1111/j.1365-2389.1980.tb02084.x
10.1016/S0016-7061(97)00147-X
10.1002/ldr.2503
10.2136/sssaj2013.07.0291
10.1016/j.geoderma.2015.03.014
10.1016/S0022-1694(98)00232-7
10.1016/0038-0717(95)00041-C
10.1016/j.cageo.2015.08.004
ContentType Journal Article
Copyright 2021 Elsevier B.V.
Distributed under a Creative Commons Attribution 4.0 International License
Copyright_xml – notice: 2021 Elsevier B.V.
– notice: Distributed under a Creative Commons Attribution 4.0 International License
DBID AAYXX
CITATION
7S9
L.6
1XC
VOOES
DOI 10.1016/j.geoderma.2021.115155
DatabaseName CrossRef
AGRICOLA
AGRICOLA - Academic
Hyper Article en Ligne (HAL)
Hyper Article en Ligne (HAL) (Open Access)
DatabaseTitle CrossRef
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList AGRICOLA
DeliveryMethod fulltext_linktorsrc
Discipline Agriculture
Statistics
EISSN 1872-6259
ExternalDocumentID oai:HAL:hal-03243607v1
10_1016_j_geoderma_2021_115155
S0016706121002354
GroupedDBID --K
--M
-DZ
-~X
.~1
0R~
1B1
1RT
1~.
1~5
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JM
9JN
AABNK
AABVA
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AATLK
AAXUO
ABFRF
ABGRD
ABJNI
ABMAC
ABQEM
ABQYD
ABYKQ
ACDAQ
ACGFO
ACGFS
ACIUM
ACLVX
ACRLP
ACSBN
ADBBV
ADEZE
ADQTV
AEBSH
AEFWE
AEKER
AENEX
AEQOU
AFKWA
AFTJW
AFXIZ
AGHFR
AGUBO
AGYEJ
AHHHB
AIEXJ
AIKHN
AITUG
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
ATOGT
AXJTR
BKOJK
BLXMC
CBWCG
CS3
DU5
EBS
EFJIC
EFLBG
EO8
EO9
EP2
EP3
F5P
FDB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
IHE
IMUCA
J1W
KOM
LW9
LY3
LY9
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
ROL
RPZ
SAB
SDF
SDG
SES
SPC
SPCBC
SSA
SSE
SSZ
T5K
~02
~G-
29H
9DU
AAHBH
AALCJ
AAQXK
AATTM
AAXKI
AAYWO
AAYXX
ABEFU
ABFNM
ABUFD
ABWVN
ABXDB
ACLOT
ACRPL
ACVFH
ADCNI
ADMUD
ADNMO
ADVLN
AEGFY
AEIPS
AEUPX
AFFNX
AFJKZ
AFPUW
AGQPQ
AI.
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
ASPBG
AVWKF
AZFZN
CITATION
EFKBS
EJD
FEDTE
FGOYB
G-2
GROUPED_DOAJ
HLV
HMA
HMC
HVGLF
HZ~
H~9
K-O
OHT
R2-
SEN
SEP
SEW
VH1
WUQ
XPP
Y6R
ZMT
~HD
7S9
L.6
1XC
VOOES
ID FETCH-LOGICAL-c427t-9b3bdeb1f21f143d889af6d64d5c3fefc5a0df4d393fd24cb6e4b50b6c6d46d53
ISICitedReferencesCount 54
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000667306700002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0016-7061
IngestDate Tue Oct 14 20:47:14 EDT 2025
Sat Nov 15 02:59:43 EST 2025
Sat Nov 29 07:29:58 EST 2025
Tue Nov 18 21:28:54 EST 2025
Fri Feb 23 02:44:27 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Soil science
Pedology
Knowledge gaps
Scientific agenda
Research questions
Language English
License Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c427t-9b3bdeb1f21f143d889af6d64d5c3fefc5a0df4d393fd24cb6e4b50b6c6d46d53
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0003-2092-3366
0000-0002-2948-1966
0000-0002-1698-6666
OpenAccessLink https://hal.inrae.fr/hal-03243607
PQID 2561534864
PQPubID 24069
ParticipantIDs hal_primary_oai_HAL_hal_03243607v1
proquest_miscellaneous_2561534864
crossref_primary_10_1016_j_geoderma_2021_115155
crossref_citationtrail_10_1016_j_geoderma_2021_115155
elsevier_sciencedirect_doi_10_1016_j_geoderma_2021_115155
PublicationCentury 2000
PublicationDate 2021-11-01
2021-11-00
20211101
2021-11
PublicationDateYYYYMMDD 2021-11-01
PublicationDate_xml – month: 11
  year: 2021
  text: 2021-11-01
  day: 01
PublicationDecade 2020
PublicationTitle Geoderma
PublicationYear 2021
Publisher Elsevier B.V
Elsevier
Publisher_xml – name: Elsevier B.V
– name: Elsevier
References Adamchuk, Hummel, Morgan, Upadhyaya (b0005) 2004; 44
Xi (b0875) 1998
Hilbert (b0335) 1902; 8
McBratney, Field, Koch (b0510) 2014; 213
Bouma, Libohova, Lagacherie, Yang (b0105) 2019; 44
Pachepsky, Hill (b0605) 2017; 287
Ramsey, Taylor, Lee (b0635) 2002; 4
Lin, Ebtehaj, Wang, Bras (b0475) 2017; 53
dos Santos, H.G., Jacomine, P.K.T., Dos Anjos, L.H.C., De Oliveira, V.A., Lumbreras, J.F., Coelho, M.R., De Almeida, J.A., de Araujo Filho, J.C., De Oliveira, J.B., Cunha, T.J.F., 2018. Sistema Brasileiro de Classificação de Solos.. Brasília, DF: Embrapa, Brazil.
Goovaerts (b0265) 1999; 89
Angst, Mueller, Prater, Angst, Frouz, Jílková, Peterse, Nierop (b0025) 2019; 2
Angelini, Heuvelink, Kempen, Morrás (b0020) 2016; 281
Stumpf, Goebes, Schmidt, Schindewolf, Schönbrodt-Stitt, Wadoux, Xiang, Scholten (b0710) 2017; 28
McNicol, Bulmer, D’Amore, Sanborn, Saunders, Giesbrecht, Arriola, Bidlack, Butman, Buma (b0545) 2019; 14
Schulla, J., Jasper, K., 2007. Model description WaSiM-ETH. Technical Report Institute for Atmospheric and Climate Science, Swiss Federal Institute of Technology, Zürich.
Scull, Franklin, Chadwick, McArthur (b0680) 2003; 27
Coulouma, Prevot, Lagacherie (b0185) 2020; 362
Lark, Knights (b0470) 2015; 251
Milne (b0555) 1936; 138
FAO (1977). A Framework for Land Evaluation. 32. International Institute for Land Reclamation and Improvement, Agriculture Organization of the United Nations. Soil Resources and Conservation Service.
Nyamapfene (b0580) 1991; vol. 1
Vašát, Heuvelink, Boruvka (b0755) 2010; 155
Boyer, Alexander, Parton, Li, Butterbach-Bahl, Donner, Skaggs, Grosso (b0120) 2006; 16
Heuvelink (b0310) 2018
Hu, Coleman, Hendrix, Beare (b0350) 1995; 27
Vereecken, H., Schnepf, A., Hopmans, J.W., Javaux, M., Or, D., Roose, T., Vanderborght, J., Young, M.H., Amelung, W., Aitkenhead, M., Allison, S.D., Assouline, S., Baveye, P., Berli, M., Brüggemann, N., Finke, P., Flury, M., Gaiser, T., Govers, G., Ghezzehei, T., Hallett, P., Hendricks Franssen, H.J., Heppell, J., Horn, R., Huisman, J.A., Jacques, D., Jonard, F., Kollet, S., Lafolie, F., Lamorski, K., Leitner, D., McBratney, A.B., Minasny, B., Montzka, C., Nowak, W., Pachepsky, Y., Padarian, J., Romano, N., Roth, K., Rothfuss, Y., Rowe, E.C., Schwen, A., Šnek, J., Tiktak, A., Van Dam, J., van der Zee, S.E.A.T.M., Vogel, H.J., Vrugt, J.A., Wöshling, T., Young, I.M., 2016. Modeling soil processes: review, key challenges, and new perspectives. Vadose Zone J. 15.
Zheng, Zhao, Gong, Zhai, Li (b0885) 2018; 125
Field, Morgan, McBratney (b0225) 2016
Brown, Heuvelink (b0130) 2006
Feddes, Kowalik, Zaradny (b0220) 1978
Vos, Don, Hobley, Prietz, Heidkamp, Freibauer (b0805) 2019; 70
DiMucci, Kon, Segrè (b0205) 2018; 3
Bierkens, Finke, de Willigen (b0060) 2000
Olden, Jackson (b0595) 2002; 154
Jiang, Anderson, Kitchen, Sudduth, Sadler (b0415) 2007; 71
Minasny, McBratney (b0560) 2006; 133
Styc, Lagacherie (b0715) 2019; 3
Wadoux, Brus, Heuvelink (b0815) 2019; 355
Beaudette, Roudier, Skovlin (b0045) 2016
Carré, Jacobson (b0165) 2009; 148
Follain, Minasny, McBratney, Walter (b0235) 2006; 133
McBratney, De Gruijter (b0500) 1992; 43
Diekkrüger, Igwe (b0195) 2015; 10
Webster (b0850) 2015; 115
Vaysse, Lagacherie (b0760) 2017; 291
Heuvelink (b0305) 1998
Bockheim, Gennadiyev (b0070) 2000; 95
Bouma (b0095) 2020; 375
Michéli, Láng, Owens, McBratney, Hempel (b0550) 2016; 264
Kuang, B., Mahmood, H.S., Quraishi, M.Z., Hoogmoed, W.B., Mouazen, A.M., van Henten, E.J., 2012. Sensing soil properties in the laboratory, in situ, and on-line: a review. In: Advances in Agronomy, vol. 114. Elsevier, pp. 155–223.
Cohen, Willgoose, Hancock (b0180) 2010
Walter, C., Lagacherie, P., Follain, S., 2006. Integrating pedological knowledge into digital soil mapping. In: Lagacherie, P., McBratney, A.B., Voltz, M. (Eds.), Digital Soil Mapping, An Introductory Perspective, vol. 31, Elsevier, pp. 281–615.
Dominati, Mackay, Green, Patterson (b0210) 2014; 100
Adhikari, Hartemink (b0015) 2016; 262
Viscarra Rossel, Chen, Grundy, Searle, Clifford, Campbell (b0785) 2015; 53
Mückenhausen, E., Vogel, F., 1962. Entstehung, Eigenschaften und Systematik der Böden der Bundesrepublik Deutschland. DLG Verlags, Frankfurt Am Main, Germany.
Beckett, P.H.T., Bie, S.W., 1978. Use of soil and land-system maps to provide soil information in Australia. Technical Report CSIRO Division of Soils Technical Paper No. 33, Commonwealth Scientific and Industrial Research Organization, Melbourne, Australia.
Lagacherie, Gomez (b0465) 2018
Bardgett (b0035) 2005
Burrough, Bouma, Yates (b0160) 1994; 62
Grierson, Barnes, Chase, Clarke, Grierson, Edwards, Jellis, Jones, Knapp, Oldroyd, Poppy, Temple, Williams, Bastow (b0280) 2011; 192
Hartemink, McBratney, Cattle (b0295) 2001; 100
Nussbaum, Spiess, Baltensweiler, Grob, Keller, Greiner, Schaepman, Papritz (b0575) 2018; 4
Furey, Davis, Seiter-Moser (b0245) 2019; 334
Heuvelink, Schoorl, Veldkamp, Pennock (b0320) 2006; 133
Webster, Oliver (b0855) 2007
Hughes, McBratney, Huang, Minasny, Micheli, Hempel (b0360) 2017; 307
Zhu, A.X., R Lark, M., Minasny, B., Huang, Y., 2012. Entering the digital world (Pedometrics 2009). Geoderma 171, 1–2.
Sun, Li, Avera, Strahm, Badgley (b0720) 2017; 83
Kerry, Goovaerts, Rawlins, Marchant (b0430) 2012; 170
Barnhart, Hutton, Tucker, Gasparini, Istanbulluoglu, Hobley, Lyons, Mouchene, Nudurupati, Adams, Bandaragoda (b0040) 2020; 8
Adewopo, VanZomeren, Bhomia, Almaraz, Bacon, Eggleston, Judy, Lewis, Lusk, Miller, Moorberg, Snyder, Tiedeman (b0010) 2014; 78
Petersen, Gröngröft, Miehlich (b0615) 2010; 155
Bouma (b0090) 2014; 177
Cerri, Easter, Paustian, Killian, Coleman, Bernoux, Falloon, Powlson, Batjes, Milne, Cerri (b0175) 2007; 122
Lagacherie, Arrouays, Bourennane, Gomez, Nkuba-Kasanda (b0460) 2020; 375
Western, Blöschl (b0860) 1999; 217
Hughes, McBratney, Huang, Minasny, Micheli, Hempel (b0365) 2018; 322
Simonson (b0685) 1959; 23
Keuskamp, Dingemans, Lehtinen, Sarneel, Hefting (b0435) 2013; 4
Phillips, Marion (b0625) 2005; 124
Greiner, Nussbaum, Papritz, Zimmermann, Gubler, Grêt-Regamey, Keller (b0275) 2018; 4
Wang, Li, Bork, Richter, Eum, Chen, Shah, Mezbahuddin (b0835) 2020
Karimi, Villerd, Dequiedt, Terrat, Chemidlin-Prévost Bouré, Djemiel, Lelièvre, Tripied, Nowak, Saby, Bispo, Jolivet, Arrouays, Wincker, Cruaud, Ranjard (b0425) 2020; 29
Paul, Polglase, Richards (b0610) 2003; 164
Greiner, Keller, Grêt-Regamey, Papritz (b0270) 2017; 69
Odgers, Sun, McBratney, Minasny, Clifford (b0590) 2014; 214
Veldkamp, Baartman, Coulthard, Maddy, Schoorl, Storms, Temme, van Balen, van De Wiel, Van Gorp, Viveen, Westaway, Whittaker (b0770) 2017; 166
McBratney, Webster, Burgess (b0535) 1981; 7
Giasson, Van Es, Van Wambeke, Bryant (b0250) 2000; 165
Ilie, Dittrich, Carvalhais, Jung, Heinemeyer, Migliavacca, Morison, Sippel, Subke, Wilkinson (b0400) 2017; 10
Finke (b0230) 2012; 171
McBratney, Odeh, Bishop, Dunbar, Shatar (b0530) 2000; 97
Burrough, Beckett, Jarvis (b0155) 1971; 22
Ibáñez, Feoli (b0390) 2013; 12
Isbell (b0405) 2016
Hughes, McBratney, Minasny, Huang, Micheli, Hempel, Jones (b0370) 2018; 322
Ranjard, Dequiedt, Prévost-Bouré, Thioulouse, Saby, Lelievre, Maron, Morin, Bispo, Jolivet, Arrouays, Lemanceau (b0640) 2013; 4
Diggle, Ribeiro (b0200) 2007
Hoosbeek, Bryant (b0345) 1992; 55
McBratney, Field, Morgan, Huang (b0505) 2019; 11
Pham, Nguyen, Dao, Prakash, Ly, Le, Ho, Nguyen, Ngo, Hoang, Son, Ngo, Tran, Do, Van Le, Ho, Tien Bui (b0620) 2019; 679
Brus, Heuvelink (b0135) 2007; 138
Ibáñez, De’Alba, Lobo, Zucarello (b0385) 1998; 83
O’Brien, Gibbons, Owens, Hampton-Marcell, Johnston, Jastrow, Gilbert, Meyer, Antonopoulos (b0585) 2016; 18
Défossez, Richard, Boizard, O’Sullivan (b0190) 2003; 116
Hack-ten Broeke, Mulder, Bartholomeus, Van Dam, Holshof, Hoving, Walvoort, Heinen, Kroes, van Bakel, Supit, de Wit, Ruijtenberg (b0125) 2019; 338
Western (b0865) 1978
IUSS Working Group (b0410) 2015; vol. 106
Bishop, McBratney, Laslett (b0065) 1999; 91
Sutherland, Freckleton, Godfray, Beissinger, Benton, Cameron, Carmel, Coomes, Coulson, Emmerson, Hails, Hays, Hodgson, Hutchings, Johnson, Jones, Keeling, Kokko, Kunin, Lambin, Lewis, Malhi, Mieszkowska, Milner-Gulland, Norris, Phillimore, Purves, Reid, Reuman, Thompson, Travis, Turnbull, Wardle, Wiegand (b0725) 2013; 101
Kidd, Webb, Grose, Moreton, Malone, McBratney, Minasny, Viscarra Rossel, Sparrow, Smith (b0440) 2012
Rossiter, Liu, Carlisle, Zhu (b0660) 2015; 259
Van Den Hoogen, Geisen, Routh, Ferris, Traunspurger, Wardle, De Goede, Adams, Ahmad, Andriuzzi (b0750) 2019; 572
McKenzie, Grundy, Webster, Ringrose-Voase (b0540) 2008
Yaalon (b0880) 1975; 14
Verheyen, Adriaens, Hermy, Deckers (b0780) 2001; 101
Veerman, C., Correia, T.P., Bastioli, C., Biro, B., Bouma, J., Cienciala, E., Emmett, B., Frison, E.-A., Grand, A., Filchev, L.H., 2020. Caring for soil is caring for life: ensure 75% of soils are healthy by 2030 for healthy food, people, nature and climate: Report of the Mission Board for Soil health and food. Technical Report Publications Office of the European Union, Luxembourg.
Rossiter (b0650) 1996; 72
Soil Science Division Staff, 2017. Soil Survey Manual. Government Printing Office, Washington, D.C., USA.C. Ditzler, K. Scheffe, and H.C. Monger (eds.). USDA Handbook 18.
Burgess, Webster (b0140) 1980; 31
McBratney, de Gruijter, Bryce (b0515) 2019; 338
Bonfante, Basile, Bouma (b0080) 2020; 5
Taalab, Corstanje, Mayr, Whelan, Creamer (b0730) 2015; 66
Lafolie, F., Cousin, I., Maron, P.-A., Mollier, A., Pot-Genty, V., Moitrier, N., Moitrier, N., Nouguier, C., 2013. The soil virtuel modeling platform. In: Sino-French Training Course AIR ECO SOLS. Interdisciplinary Approach of Soil Ecological Restoration. Nancy, France. https://hal.inrae.fr/hal-02805313 [Accessed 15 January 2021].
Franz, Acosta, Altimir, Arriga, Arrouays, Aubinet, Aurela, Ayres, López-Ballesteros, Barbaste, Berveiller, Biraud, Boukir, Brown, Brümmer, Buchmann, Burba, Carrara, Cescatti, Ceschia, Clement, Cremonese, Crill, Darenova, Dengel, D’Odorico, Filippa, Fleck, Fratini, Fuss, Gielen, Gogo, Grace, Graf, Grelle, Gross, Grünwald, Haapanala, Hehn, Heinesch, Ibrom (b0240) 2018; 32
Carré, McBratney, Mayr,
10.1016/j.geoderma.2021.115155_b0765
Diekkrüger (10.1016/j.geoderma.2021.115155_b0195) 2015; 10
DiMucci (10.1016/j.geoderma.2021.115155_b0205) 2018; 3
McBratney (10.1016/j.geoderma.2021.115155_b0500) 1992; 43
McBratney (10.1016/j.geoderma.2021.115155_b0525) 2002; 109
Heuvelink (10.1016/j.geoderma.2021.115155_b0310) 2018
Western (10.1016/j.geoderma.2021.115155_b0865) 1978
Ribeiro (10.1016/j.geoderma.2021.115155_b0645) 2016
10.1016/j.geoderma.2021.115155_b0085
Guo (10.1016/j.geoderma.2021.115155_b0290) 2003; 117
IUSS Working Group (10.1016/j.geoderma.2021.115155_b0410) 2015; vol. 106
Sreelash (10.1016/j.geoderma.2021.115155_b0705) 2017; 546
Sun (10.1016/j.geoderma.2021.115155_b0720) 2017; 83
Hughes (10.1016/j.geoderma.2021.115155_b0355) 2017; 11
Huston (10.1016/j.geoderma.2021.115155_b0375) 1994
Ma (10.1016/j.geoderma.2021.115155_b0480) 2019; 70
Nyamapfene (10.1016/j.geoderma.2021.115155_b0580) 1991; vol. 1
Bone (10.1016/j.geoderma.2021.115155_b0075) 2012; 46
Bonfante (10.1016/j.geoderma.2021.115155_b0080) 2020; 5
Lark (10.1016/j.geoderma.2021.115155_b0470) 2015; 251
Bouma (10.1016/j.geoderma.2021.115155_b0100) 2020; 1
Heuvelink (10.1016/j.geoderma.2021.115155_b0320) 2006; 133
Karimi (10.1016/j.geoderma.2021.115155_b0425) 2020; 29
Webster (10.1016/j.geoderma.2021.115155_b0855) 2007
Bouma (10.1016/j.geoderma.2021.115155_b0090) 2014; 177
Odgers (10.1016/j.geoderma.2021.115155_b0590) 2014; 214
Paul (10.1016/j.geoderma.2021.115155_b0610) 2003; 164
Goovaerts (10.1016/j.geoderma.2021.115155_b0265) 1999; 89
Gudmundsson (10.1016/j.geoderma.2021.115155_b0285) 2013; 1
Ranjard (10.1016/j.geoderma.2021.115155_b0640) 2013; 4
Wadoux (10.1016/j.geoderma.2021.115155_b0810) 2019; 351
Burgess (10.1016/j.geoderma.2021.115155_b0145) 1980; 31
Lagacherie (10.1016/j.geoderma.2021.115155_b0460) 2020; 375
Webster (10.1016/j.geoderma.2021.115155_b0850) 2015; 115
Hu (10.1016/j.geoderma.2021.115155_b0350) 1995; 27
Mayr (10.1016/j.geoderma.2021.115155_b0495) 2010
Olden (10.1016/j.geoderma.2021.115155_b0595) 2002; 154
Feddes (10.1016/j.geoderma.2021.115155_b0220) 1978
Vašát (10.1016/j.geoderma.2021.115155_b0755) 2010; 155
Bardgett (10.1016/j.geoderma.2021.115155_b0035) 2005
Pino (10.1016/j.geoderma.2021.115155_b0630) 2019; 354
Rossiter (10.1016/j.geoderma.2021.115155_b0655) 2018
Lagacherie (10.1016/j.geoderma.2021.115155_b0455) 2005; 128
Dominati (10.1016/j.geoderma.2021.115155_b0210) 2014; 100
Morand (10.1016/j.geoderma.2021.115155_b0565) 2013; 51
Wiesmeier (10.1016/j.geoderma.2021.115155_b0870) 2019; 333
Xi (10.1016/j.geoderma.2021.115155_b0875) 1998
Bishop (10.1016/j.geoderma.2021.115155_b0065) 1999; 91
Orton (10.1016/j.geoderma.2021.115155_b0600) 2016; 262
10.1016/j.geoderma.2021.115155_b0745
Ibañez (10.1016/j.geoderma.2021.115155_b0380) 1995; 24
Giltrap (10.1016/j.geoderma.2021.115155_b0255) 2010; 136
Hoosbeek (10.1016/j.geoderma.2021.115155_b0345) 1992; 55
Michéli (10.1016/j.geoderma.2021.115155_b0550) 2016; 264
Lin (10.1016/j.geoderma.2021.115155_b0475) 2017; 53
Yaalon (10.1016/j.geoderma.2021.115155_b0880) 1975; 14
Šimunek (10.1016/j.geoderma.2021.115155_b0690) 2003; 272
Isbell (10.1016/j.geoderma.2021.115155_b0405) 2016
Nussbaum (10.1016/j.geoderma.2021.115155_b0575) 2018; 4
Heuvelink (10.1016/j.geoderma.2021.115155_b0305) 1998
Cerri (10.1016/j.geoderma.2021.115155_b0175) 2007; 122
Lagacherie (10.1016/j.geoderma.2021.115155_b0465) 2018
Brown (10.1016/j.geoderma.2021.115155_b0130) 2006
McBratney (10.1016/j.geoderma.2021.115155_b0520) 2007; 141
Field (10.1016/j.geoderma.2021.115155_b0225) 2016
O’Brien (10.1016/j.geoderma.2021.115155_b0585) 2016; 18
10.1016/j.geoderma.2021.115155_b0215
Verheyen (10.1016/j.geoderma.2021.115155_b0780) 2001; 101
10.1016/j.geoderma.2021.115155_b0570
10.1016/j.geoderma.2021.115155_b0450
Hughes (10.1016/j.geoderma.2021.115155_b0360) 2017; 307
Adewopo (10.1016/j.geoderma.2021.115155_b0010) 2014; 78
10.1016/j.geoderma.2021.115155_b0050
Rossiter (10.1016/j.geoderma.2021.115155_b0650) 1996; 72
Défossez (10.1016/j.geoderma.2021.115155_b0190) 2003; 116
Diggle (10.1016/j.geoderma.2021.115155_b0200) 2007
McNicol (10.1016/j.geoderma.2021.115155_b0545) 2019; 14
Simonson (10.1016/j.geoderma.2021.115155_b0685) 1959; 23
Keuskamp (10.1016/j.geoderma.2021.115155_b0435) 2013; 4
Baize (10.1016/j.geoderma.2021.115155_b0030) 2009
Burrough (10.1016/j.geoderma.2021.115155_b0150) 1983; 34
Greiner (10.1016/j.geoderma.2021.115155_b0275) 2018; 4
Petersen (10.1016/j.geoderma.2021.115155_b0615) 2010; 155
Wadoux (10.1016/j.geoderma.2021.115155_b0815) 2019; 355
Hack-ten Broeke (10.1016/j.geoderma.2021.115155_b0125) 2019; 338
Stumpf (10.1016/j.geoderma.2021.115155_b0710) 2017; 28
Vogel (10.1016/j.geoderma.2021.115155_b0800) 2019; 7
Giasson (10.1016/j.geoderma.2021.115155_b0250) 2000; 165
Jiang (10.1016/j.geoderma.2021.115155_b0415) 2007; 71
Six (10.1016/j.geoderma.2021.115155_b0695) 2004; 79
Viscarra Rossel (10.1016/j.geoderma.2021.115155_b0795) 2008
Tompkins (10.1016/j.geoderma.2021.115155_b0740) 1968; 32
Burgess (10.1016/j.geoderma.2021.115155_b0140) 1980; 31
Grierson (10.1016/j.geoderma.2021.115155_b0280) 2011; 192
Boyer (10.1016/j.geoderma.2021.115155_b0120) 2006; 16
Wadoux (10.1016/j.geoderma.2021.115155_b0825) 2020; 210
10.1016/j.geoderma.2021.115155_b0445
Scull (10.1016/j.geoderma.2021.115155_b0680) 2003; 27
Wang (10.1016/j.geoderma.2021.115155_b0835) 2020
Heuvelink (10.1016/j.geoderma.2021.115155_b0325) 2001; 100
Pachepsky (10.1016/j.geoderma.2021.115155_b0605) 2017; 287
Heuvelink (10.1016/j.geoderma.2021.115155_b0315) 2019; 43
Beaudette (10.1016/j.geoderma.2021.115155_b0045) 2016
Bouma (10.1016/j.geoderma.2021.115155_b0095) 2020; 375
Goldshleger (10.1016/j.geoderma.2021.115155_b0260) 2002; 23
Sutherland (10.1016/j.geoderma.2021.115155_b0725) 2013; 101
Franz (10.1016/j.geoderma.2021.115155_b0240) 2018; 32
Greiner (10.1016/j.geoderma.2021.115155_b0270) 2017; 69
Viscarra Rossel (10.1016/j.geoderma.2021.115155_b0785) 2015; 53
Pham (10.1016/j.geoderma.2021.115155_b0620) 2019; 679
Hilbert (10.1016/j.geoderma.2021.115155_b0335) 1902; 8
Ibanez (10.1016/j.geoderma.2021.115155_b0395) 2012; 49
McBratney (10.1016/j.geoderma.2021.115155_b0505) 2019; 11
Wadoux (10.1016/j.geoderma.2021.115155_b0820) 2021; 383
Adhikari (10.1016/j.geoderma.2021.115155_b0015) 2016; 262
Veldkamp (10.1016/j.geoderma.2021.115155_b0770) 2017; 166
Western (10.1016/j.geoderma.2021.115155_b0860) 1999; 217
Hughes (10.1016/j.geoderma.2021.115155_b0365) 2018; 322
Barnhart (10.1016/j.geoderma.2021.115155_b0040) 2020; 8
10.1016/j.geoderma.2021.115155_b0675
10.1016/j.geoderma.2021.115155_b0830
Webster (10.1016/j.geoderma.2021.115155_b0845) 1994; 62
Ma (10.1016/j.geoderma.2021.115155_b0485) 2019; 341
Angst (10.1016/j.geoderma.2021.115155_b0025) 2019; 2
Minasny (10.1016/j.geoderma.2021.115155_b0560) 2006; 133
McBratney (10.1016/j.geoderma.2021.115155_b0530) 2000; 97
Kerry (10.1016/j.geoderma.2021.115155_b0430) 2012; 170
Coulouma (10.1016/j.geoderma.2021.115155_b0185) 2020; 362
Burrough (10.1016/j.geoderma.2021.115155_b0160) 1994; 62
Taalab (10.1016/j.geoderma.2021.115155_b0730) 2015; 66
Phillips (10.1016/j.geoderma.2021.115155_b0625) 2005; 124
10.1016/j.geoderma.2021.115155_b0700
Bouma (10.1016/j.geoderma.2021.115155_b0115) 2019; 35
10.1016/j.geoderma.2021.115155_b0420
Ramsey (10.1016/j.geoderma.2021.115155_b0635) 2002; 4
10.1016/j.geoderma.2021.115155_b0665
Hendriks (10.1016/j.geoderma.2021.115155_b0300) 2021; 72
McBratney (10.1016/j.geoderma.2021.115155_b0535) 1981; 7
Bockheim (10.1016/j.geoderma.2021.115155_b0070) 2000; 95
Viscarra Rossel (10.1016/j.geoderma.2021.115155_b0790) 2001; 12
Burrough (10.1016/j.geoderma.2021.115155_b0155) 1971; 22
McBratney (10.1016/j.geoderma.2021.115155_b0510) 2014; 213
Bouma (10.1016/j.geoderma.2021.115155_b0105) 2019; 44
Cohen (10.1016/j.geoderma.2021.115155_b0180) 2010
Kidd (10.1016/j.geoderma.2021.115155_b0440) 2012
Angelini (10.1016/j.geoderma.2021.115155_b0020) 2016; 281
McKenzie (10.1016/j.geoderma.2021.115155_b0540) 2008
Finke (10.1016/j.geoderma.2021.115155_b0230) 2012; 171
Hewitt (10.1016/j.geoderma.2021.115155_b0330) 2010
McBratney (10.1016/j.geoderma.2021.115155_b0515) 2019; 338
Ibáñez (10.1016/j.geoderma.2021.115155_b0385) 1998; 83
Styc (10.1016/j.geoderma.2021.115155_b0715) 2019; 3
Adamchuk (10.1016/j.geoderma.2021.115155_b0005) 2004; 44
Temme (10.1016/j.geoderma.2021.115155_b0735) 2016; 90
Hobley (10.1016/j.geoderma.2021.115155_b0340) 2017; 5
Furey (10.1016/j.geoderma.2021.115155_b0245) 2019; 334
Ilie (10.1016/j.geoderma.2021.115155_b0400) 2017; 10
Carré (10.1016/j.geoderma.2021.115155_b0170) 2007; 142
Mastrandrea (10.1016/j.geoderma.2021.115155_b0490) 2011; 108
Follain (10.1016/j.geoderma.2021.115155_b0235) 2006; 133
Hartemink (10.1016/j.geoderma.2021.115155_b0295) 2001; 100
Milne (10.1016/j.geoderma.2021.115155_b0555) 1936; 138
Carré (10.1016/j.geoderma.2021.115155_b0165) 2009; 148
Bouma (10.1016/j.geoderma.2021.115155_b0110) 2013; 200
Ibáñez (10.1016/j.geoderma.2021.115155_b0390) 2013; 12
Behrens (10.1016/j.geoderma.2021.115155_b0055) 2010; 155
Vos (10.1016/j.geoderma.2021.115155_b0805) 2019; 70
10.1016/j.geoderma.2021.115155_b0775
10.1016/j.geoderma.2021.115155_b0890
Vaysse (10.1016/j.geoderma.2021.115155_b0760) 2017; 291
Schoorl (10.1016/j.geoderma.2021.115155_b0670) 2000; 25
Webster (10.1016/j.geoderma.2021.115155_b0840) 1991; 42
Zheng (10.1016/j.geoderma.2021.115155_b0885) 2018; 125
Rossiter (10.1016/j.geoderma.2021.115155_b0660) 2015; 259
Bierkens (10.1016/j.geoderma.2021.115155_b0060) 2000
Hughes (10.1016/j.geoderma.2021.115155_b0370) 2018; 322
Van Den Hoogen (10.1016/j.geoderma.2021.115155_b0750) 2019; 572
Brus (10.1016/j.geoderma.2021.115155_b0135) 2007; 138
References_xml – volume: 341
  start-page: 195
  year: 2019
  end-page: 205
  ident: b0485
  article-title: The feasibility of predicting the spatial pattern of soil particle-size distribution using a pedogenesis model
  publication-title: Geoderma
– start-page: 415
  year: 2018
  end-page: 437
  ident: b0465
  article-title: Vis-NIR-SWIR remote sensing products as new soil data for digital soil mapping
  publication-title: Pedometrics
– volume: 28
  start-page: 1212
  year: 2017
  end-page: 1227
  ident: b0710
  article-title: Sediment reallocations due to erosive rainfall events in the Three Gorges Reservoir Area, Central China
  publication-title: Land Degr. Dev.
– volume: 287
  start-page: 4
  year: 2017
  end-page: 30
  ident: b0605
  article-title: Scale and scaling in soils
  publication-title: Geoderma
– volume: 138
  start-page: 548
  year: 1936
  end-page: 549
  ident: b0555
  article-title: Normal erosion as a factor in soil profile development
  publication-title: Nature
– volume: 133
  start-page: 124
  year: 2006
  end-page: 137
  ident: b0320
  article-title: Space–time Kalman filtering of soil redistribution
  publication-title: Geoderma
– year: 1998
  ident: b0875
  article-title: Soils of China
– volume: 375
  year: 2020
  ident: b0460
  article-title: Analysing the impact of soil spatial sampling on the performances of digital soil mapping models and their evaluation: a numerical experiment on Quantile Random Forest using clay contents obtained from Vis-NIR-SWIR hyperspectral imagery
  publication-title: Geoderma
– volume: 49
  start-page: 1267
  year: 2012
  end-page: 1277
  ident: b0395
  article-title: Archive and refugia of soil organisms: applying a pedodiversity framework for the conservation of biological and non-biological heritages
  publication-title: J. Appl. Ecol.
– volume: 95
  start-page: 53
  year: 2000
  end-page: 72
  ident: b0070
  article-title: The role of soil-forming processes in the definition of taxa in Soil Taxonomy and the World Soil Reference Base
  publication-title: Geoderma
– volume: 281
  start-page: 102
  year: 2016
  end-page: 118
  ident: b0020
  article-title: Mapping the soils of an Argentine Pampas region using structural equation modelling
  publication-title: Geoderma
– volume: 7
  start-page: 164
  year: 2019
  ident: b0800
  article-title: Quantitative evaluation of soil functions: potential and state
  publication-title: Front. Environ. Sci.
– volume: 90
  start-page: 131
  year: 2016
  end-page: 143
  ident: b0735
  article-title: LORICA–a new model for linking landscape and soil profile evolution: development and sensitivity analysis
  publication-title: Comput. Geosci.
– volume: 192
  start-page: 6
  year: 2011
  end-page: 12
  ident: b0280
  article-title: One hundred important questions facing plant science research
  publication-title: New Phytol.
– reference: Zhu, A.X., R Lark, M., Minasny, B., Huang, Y., 2012. Entering the digital world (Pedometrics 2009). Geoderma 171, 1–2.
– volume: 133
  start-page: 138
  year: 2006
  end-page: 149
  ident: b0560
  article-title: Mechanistic soil–landscape modelling as an approach to developing pedogenetic classifications
  publication-title: Geoderma
– volume: 155
  start-page: 147
  year: 2010
  end-page: 153
  ident: b0755
  article-title: Sampling design optimization for multivariate soil mapping
  publication-title: Geoderma
– volume: 264
  start-page: 340
  year: 2016
  end-page: 349
  ident: b0550
  article-title: Testing the pedometric evaluation of taxonomic units on soil taxonomy-a step in advancing towards a universal soil classification system
  publication-title: Geoderma
– volume: 322
  start-page: 56
  year: 2018
  end-page: 70
  ident: b0365
  article-title: A nomenclature algorithm for a potentially global soil taxonomy
  publication-title: Geoderma
– reference: Kuang, B., Mahmood, H.S., Quraishi, M.Z., Hoogmoed, W.B., Mouazen, A.M., van Henten, E.J., 2012. Sensing soil properties in the laboratory, in situ, and on-line: a review. In: Advances in Agronomy, vol. 114. Elsevier, pp. 155–223.
– year: 1978
  ident: b0865
  article-title: Soil Survey Contracts and Quality Control. Monographs on Soil Survey
– volume: 44
  start-page: 28
  year: 2019
  end-page: 36
  ident: b0105
  article-title: The 10PM challenges
  publication-title: Pedometron
– volume: 3
  start-page: 34
  year: 2019
  ident: b0715
  article-title: What is the best inference trajectory for mapping soil functions: an example of mapping soil available water capacity over Languedoc Roussillon (France)
  publication-title: Soil Syst.
– year: 2010
  ident: b0330
  article-title: New Zealand Soil Classification
– volume: 23
  start-page: 152
  year: 1959
  end-page: 156
  ident: b0685
  article-title: Outline of a generalized theory of soil genesis
  publication-title: Soil Sci. Soc. Am. J.
– volume: 4
  start-page: 809
  year: 2002
  end-page: 814
  ident: b0635
  article-title: Optimized contaminated land investigation at minimum overall cost to achieve fitness-for-purpose
  publication-title: J. Environ. Monit.
– volume: 70
  start-page: 550
  year: 2019
  end-page: 564
  ident: b0805
  article-title: Factors controlling the variation in organic carbon stocks in agricultural soils of Germany
  publication-title: Eur. J. Soil Sci.
– volume: 155
  start-page: 140
  year: 2010
  end-page: 146
  ident: b0615
  article-title: Methods to quantify the pedodiversity of 1 km2 areas-results from southern African drylands
  publication-title: Geoderma
– volume: 259
  start-page: 71
  year: 2015
  end-page: 80
  ident: b0660
  article-title: Can citizen science assist digital soil mapping?
  publication-title: Geoderma
– volume: 125
  start-page: 54
  year: 2018
  end-page: 63
  ident: b0885
  article-title: Responses of fungal–bacterial community and network to organic inputs vary among different spatial habitats in soil
  publication-title: Soil Biol. Biochem.
– volume: 89
  start-page: 1
  year: 1999
  end-page: 45
  ident: b0265
  article-title: Geostatistics in soil science: state-of-the-art and perspectives
  publication-title: Geoderma
– reference: Jury, W.A., Or, D., Pachepsky, Y., Vereecken, H., Hopmans, J.W., Ahuja, L.R., Clothier, B.E., Bristow, K.L., Kluitenberg, G.J., Moldrup, P., Šnek, J., Th. van Genuchten, M., Horton, R., 2011. Kirkham’s legacy and contemporary challenges in soil physics research. Soil Sci. Soc. Am. J. 75, 1589–1601.
– volume: 11
  start-page: 123
  year: 2017
  end-page: 140
  ident: b0355
  article-title: Creating a novel comprehensive soil classification system by sequentially adding taxa from existing systems
  publication-title: Geoderma Regional
– volume: 78
  start-page: 337
  year: 2014
  end-page: 347
  ident: b0010
  article-title: Top-ranked priority research questions for soil science in the 21st century
  publication-title: Soil Sci. Soc. Am. J.
– volume: 546
  start-page: 166
  year: 2017
  end-page: 178
  ident: b0705
  article-title: Estimation of available water capacity components of two-layered soils using crop model inversion: effect of crop type and water regime
  publication-title: J. Hydrol.
– start-page: 439
  year: 2018
  end-page: 461
  ident: b0310
  article-title: Uncertainty and uncertainty propagation in soil mapping and modelling
  publication-title: Pedometrics
– year: 2006
  ident: b0130
  article-title: Assessing uncertainty propagation through physically based models of soil water flow and solute transport
  publication-title: Encyclopedia of Hydrological Sciences Chapter 79
– volume: 31
  start-page: 315
  year: 1980
  end-page: 331
  ident: b0140
  article-title: Optimal interpolation and isarithmic mapping of soil properties: I. The semi-variogram and punctual kriging
  publication-title: J. Soil Sci.
– volume: 22
  start-page: 359
  year: 1971
  end-page: 394
  ident: b0155
  article-title: The relation between cost and utility in soil survey (I–III)
  publication-title: J. Soil Sci.
– volume: 79
  start-page: 7
  year: 2004
  end-page: 31
  ident: b0695
  article-title: A history of research on the link between (micro) aggregates, soil biota, and soil organic matter dynamics
  publication-title: Soil Tillage Res.
– reference: Soil Science Division Staff, 2017. Soil Survey Manual. Government Printing Office, Washington, D.C., USA.C. Ditzler, K. Scheffe, and H.C. Monger (eds.). USDA Handbook 18.
– start-page: 1135
  year: 2016
  end-page: 1144
  ident: b0645
  article-title: Why should I trust you? Explaining the predictions of any classifier
  publication-title: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
– reference: Walter, C., Lagacherie, P., Follain, S., 2006. Integrating pedological knowledge into digital soil mapping. In: Lagacherie, P., McBratney, A.B., Voltz, M. (Eds.), Digital Soil Mapping, An Introductory Perspective, vol. 31, Elsevier, pp. 281–615.
– volume: 122
  start-page: 58
  year: 2007
  end-page: 72
  ident: b0175
  article-title: Predicted soil organic carbon stocks and changes in the Brazilian Amazon between 2000 and 2030
  publication-title: Agric., Ecosyst. Environ.
– volume: 23
  start-page: 3909
  year: 2002
  end-page: 3920
  ident: b0260
  article-title: Spectral properties and hydraulic conductance of soil crusts formed by raindrop impact
  publication-title: Int. J. Remote Sens.
– volume: 116
  start-page: 89
  year: 2003
  end-page: 105
  ident: b0190
  article-title: Modeling change in soil compaction due to agricultural traffic as function of soil water content
  publication-title: Geoderma
– volume: 62
  start-page: 1
  year: 1994
  end-page: 15
  ident: b0845
  article-title: The development of pedometrics
  publication-title: Geoderma
– volume: 1
  start-page: 1
  year: 2013
  end-page: 10
  ident: b0285
  article-title: Great challenges in structural geology and tectonics
  publication-title: Front. Earth Sci.
– volume: vol. 106
  year: 2015
  ident: b0410
  publication-title: World Reference Base for Soil Resources 2014: International Soil Classification System for Naming Soils and Creating Legends for Soil Maps
– year: 2016
  ident: b0225
  article-title: Global Soil Security
– volume: 34
  start-page: 577
  year: 1983
  end-page: 597
  ident: b0150
  article-title: Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation
  publication-title: J. Soil Sci.
– volume: 12
  start-page: 699
  year: 2001
  end-page: 711
  ident: b0790
  article-title: Assessment of the production and economic risks of site-specific liming using geostatistical uncertainty modelling
  publication-title: Environmetrics
– start-page: 281
  year: 2016
  end-page: 293
  ident: b0045
  article-title: Probabilistic representation of genetic soil horizons
  publication-title: Digital Soil Morphometrics
– start-page: 191
  year: 2010
  end-page: 202
  ident: b0495
  article-title: Two methods for using legacy data in digital soil mapping
  publication-title: Digital Soil Mapping, Bridging Research, Environmental Application, and Operation
– volume: 338
  start-page: 568
  year: 2019
  end-page: 575
  ident: b0515
  article-title: Pedometrics timeline
  publication-title: Geoderma
– reference: Schulla, J., Jasper, K., 2007. Model description WaSiM-ETH. Technical Report Institute for Atmospheric and Climate Science, Swiss Federal Institute of Technology, Zürich.
– volume: 5
  start-page: 1
  year: 2020
  end-page: 14
  ident: b0080
  article-title: Targeting the soil quality and soil health concepts when aiming for the United Nations Sustainable Development Goals and the EU Green Deal
  publication-title: SOIL
– year: 2016
  ident: b0405
  article-title: The Australian Soil Classification
– reference: dos Santos, H.G., Jacomine, P.K.T., Dos Anjos, L.H.C., De Oliveira, V.A., Lumbreras, J.F., Coelho, M.R., De Almeida, J.A., de Araujo Filho, J.C., De Oliveira, J.B., Cunha, T.J.F., 2018. Sistema Brasileiro de Classificação de Solos.. Brasília, DF: Embrapa, Brazil.
– volume: 32
  start-page: 373
  year: 1968
  end-page: 377
  ident: b0740
  article-title: Use of the Stanford-DeMent bioassay to study Atrazine-soil reactions
  publication-title: Soil Sci. Soc. Am. J.
– volume: 362
  year: 2020
  ident: b0185
  article-title: Carbon isotope discrimination as a surrogate for soil available water capacity in rainfed areas: a study in the Languedoc vineyard plain
  publication-title: Geoderma
– volume: 42
  start-page: 301
  year: 1991
  end-page: 318
  ident: b0840
  article-title: Local disjunctive kriging of soil properties with change of support
  publication-title: J. Soil Sci.
– volume: 108
  start-page: 659
  year: 2011
  end-page: 673
  ident: b0490
  article-title: Treatment of uncertainties in IPCC Assessment Reports: past approaches and considerations for the Fifth Assessment Report
  publication-title: Clim. Change
– volume: 141
  start-page: 149
  year: 2007
  end-page: 154
  ident: b0520
  article-title: On measuring pedodiversity
  publication-title: Geoderma
– volume: 101
  start-page: 58
  year: 2013
  end-page: 67
  ident: b0725
  article-title: Identification of 100 fundamental ecological questions
  publication-title: J. Ecol.
– volume: 32
  start-page: 439
  year: 2018
  end-page: 455
  ident: b0240
  article-title: Towards long-term standardised carbon and greenhouse gas observations for monitoring Europe’s terrestrial ecosystems: a review
  publication-title: Int. Agrophys.
– volume: 214
  start-page: 91
  year: 2014
  end-page: 100
  ident: b0590
  article-title: Disaggregating and harmonising soil map units through resampled classification trees
  publication-title: Geoderma
– volume: 154
  start-page: 135
  year: 2002
  end-page: 150
  ident: b0595
  article-title: Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks
  publication-title: Ecol. Model.
– volume: 4
  start-page: 1
  year: 2013
  end-page: 10
  ident: b0640
  article-title: Turnover of soil bacterial diversity driven by wide-scale environmental heterogeneity
  publication-title: Nat. Commun.
– volume: 213
  start-page: 203
  year: 2014
  end-page: 213
  ident: b0510
  article-title: The dimensions of soil security
  publication-title: Geoderma
– volume: 12
  year: 2013
  ident: b0390
  article-title: Global relationships of pedodiversity and biodiversity
  publication-title: Vadose Zone J.
– volume: 11
  start-page: 3350
  year: 2019
  ident: b0505
  article-title: On soil capability, capacity, and condition
  publication-title: Sustainability
– volume: 8
  year: 2020
  ident: b0040
  article-title: Landlab v2. 0: a software package for Earth surface dynamics
  publication-title: Earth Surface Dyn.
– year: 2008
  ident: b0540
  article-title: Guidelines for Surveying Soil and Land Resources. Australian Soil and Land Survey Handbooks Series
– volume: 18
  start-page: 2039
  year: 2016
  end-page: 2051
  ident: b0585
  article-title: Spatial scale drives patterns in soil bacterial diversity
  publication-title: Environ. Microbiol.
– volume: 100
  start-page: 269
  year: 2001
  end-page: 301
  ident: b0325
  article-title: Modelling soil variation: past, present, and future
  publication-title: Geoderma
– volume: 43
  start-page: 159
  year: 1992
  end-page: 175
  ident: b0500
  article-title: A continuum approach to soil classification by modified fuzzy k-means with extragrades
  publication-title: J. Soil Sci.
– volume: 100
  start-page: 217
  year: 2001
  end-page: 268
  ident: b0295
  article-title: Developments and trends in soil science: 100 volumes of Geoderma (1967–2001)
  publication-title: Geoderma
– volume: 97
  start-page: 293
  year: 2000
  end-page: 327
  ident: b0530
  article-title: An overview of pedometric techniques for use in soil survey
  publication-title: Geoderma
– volume: 679
  start-page: 172
  year: 2019
  end-page: 184
  ident: b0620
  article-title: Development of artificial intelligence models for the prediction of Compression Coefficient of soil: an application of Monte Carlo sensitivity analysis
  publication-title: Sci. Total Environ.
– volume: 334
  start-page: 49
  year: 2019
  end-page: 54
  ident: b0245
  article-title: Natural language indexing for pedoinformatics
  publication-title: Geoderma
– volume: 69
  start-page: 224
  year: 2017
  end-page: 237
  ident: b0270
  article-title: Soil function assessment: review of methods for quantifying the contributions of soils to ecosystem services
  publication-title: Land Use Policy
– volume: 307
  start-page: 198
  year: 2017
  end-page: 209
  ident: b0360
  article-title: Comparisons between USDA Soil Taxonomy and the Australian Soil Classification System I: data harmonization, calculation of taxonomic distance and inter-taxa variation
  publication-title: Geoderma
– volume: 10
  start-page: 3938
  year: 2015
  end-page: 3951
  ident: b0195
  article-title: Soil survey and soil classification of the Koupendri catchment in Benin, West Africa
  publication-title: Afr. J. Agric. Res.
– reference: Beckett, P.H.T., Bie, S.W., 1978. Use of soil and land-system maps to provide soil information in Australia. Technical Report CSIRO Division of Soils Technical Paper No. 33, Commonwealth Scientific and Industrial Research Organization, Melbourne, Australia.
– volume: 83
  year: 2017
  ident: b0720
  article-title: Soil bacterial and fungal communities show distinct recovery patterns during forest ecosystem restoration
  publication-title: Appl. Environ. Microbiol.
– year: 1978
  ident: b0220
  article-title: Simulation of Field Water Use and Crop Yield
– start-page: 139092
  year: 2020
  ident: b0835
  article-title: Modelling spatio-temporal patterns of soil carbon and greenhouse gas emissions in grazing lands: current status and future prospects
  publication-title: Sci. Total Environ.
– start-page: 115
  year: 2010
  ident: b0180
  article-title: The mARM3D spatially distributed soil evolution model: three-dimensional model framework and analysis of hillslope and landform responses
  publication-title: J. Geophys. Res.: Earth Surf.
– reference: Mückenhausen, E., Vogel, F., 1962. Entstehung, Eigenschaften und Systematik der Böden der Bundesrepublik Deutschland. DLG Verlags, Frankfurt Am Main, Germany.
– volume: 210
  year: 2020
  ident: b0825
  article-title: Machine learning for digital soil mapping: applications, challenges and suggested solutions
  publication-title: Earth Sci. Rev.
– volume: 165
  start-page: 971
  year: 2000
  end-page: 978
  ident: b0250
  article-title: Assessing the economic value of soil information using decision analysis techniques
  publication-title: Soil Sci.
– year: 2000
  ident: b0060
  article-title: Upscaling and Downscaling Methods for Environmental Research. Developments in Plant and Soil Sciences
– reference: Bouma, J., 1989. Using soil survey data for quantitative land evaluation. In: Stewart, B.A. (Ed.), Advances in Soil Science. vol. 9, Springer, New York, USA, pp. 177–213.
– volume: 53
  start-page: 845
  year: 2015
  end-page: 864
  ident: b0785
  article-title: The Australian three-dimensional soil grid: Australia’s contribution to the GlobalSoilMap project
  publication-title: Soil Res.
– volume: 138
  start-page: 86
  year: 2007
  end-page: 95
  ident: b0135
  article-title: Optimization of sample patterns for universal kriging of environmental variables
  publication-title: Geoderma
– reference: Vereecken, H., Schnepf, A., Hopmans, J.W., Javaux, M., Or, D., Roose, T., Vanderborght, J., Young, M.H., Amelung, W., Aitkenhead, M., Allison, S.D., Assouline, S., Baveye, P., Berli, M., Brüggemann, N., Finke, P., Flury, M., Gaiser, T., Govers, G., Ghezzehei, T., Hallett, P., Hendricks Franssen, H.J., Heppell, J., Horn, R., Huisman, J.A., Jacques, D., Jonard, F., Kollet, S., Lafolie, F., Lamorski, K., Leitner, D., McBratney, A.B., Minasny, B., Montzka, C., Nowak, W., Pachepsky, Y., Padarian, J., Romano, N., Roth, K., Rothfuss, Y., Rowe, E.C., Schwen, A., Šnek, J., Tiktak, A., Van Dam, J., van der Zee, S.E.A.T.M., Vogel, H.J., Vrugt, J.A., Wöshling, T., Young, I.M., 2016. Modeling soil processes: review, key challenges, and new perspectives. Vadose Zone J. 15.
– volume: 10
  start-page: 3519
  year: 2017
  end-page: 3545
  ident: b0400
  article-title: Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming
  publication-title: Geosci. Model Dev.
– volume: 2
  start-page: 1
  year: 2019
  end-page: 7
  ident: b0025
  article-title: Earthworms act as biochemical reactors to convert labile plant compounds into stabilized soil microbial necromass
  publication-title: Commun. Biol.
– volume: 177
  start-page: 111
  year: 2014
  end-page: 120
  ident: b0090
  article-title: Soil science contributions towards sustainable development goals and their implementation: linking soil functions with ecosystem services
  publication-title: J. Plant Nutr. Soil Sci.
– year: 2007
  ident: b0855
  article-title: Geostatistics for Environmental Scientists
– volume: 7
  start-page: 331
  year: 1981
  end-page: 334
  ident: b0535
  article-title: The design of optimal sampling schemes for local estimation and mapping of of regionalized variables- I: Theory and method
  publication-title: Comput. Geosci.
– volume: 355
  year: 2019
  ident: b0815
  article-title: Sampling design optimization for soil mapping with random forest
  publication-title: Geoderma
– volume: 70
  start-page: 216
  year: 2019
  end-page: 235
  ident: b0480
  article-title: Pedology and digital soil mapping (DSM)
  publication-title: Eur. J. Soil Sci.
– volume: 291
  start-page: 55
  year: 2017
  end-page: 64
  ident: b0760
  article-title: Using quantile regression forest to estimate uncertainty of digital soil mapping products
  publication-title: Geoderma
– volume: 166
  start-page: 177
  year: 2017
  end-page: 187
  ident: b0770
  article-title: Two decades of numerical modelling to understand long term fluvial archives: advances and future perspectives
  publication-title: Quatern. Sci. Rev.
– volume: 170
  start-page: 347
  year: 2012
  end-page: 358
  ident: b0430
  article-title: Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale
  publication-title: Geoderma
– volume: 109
  start-page: 41
  year: 2002
  end-page: 73
  ident: b0525
  article-title: From pedotransfer functions to soil inference systems
  publication-title: Geoderma
– volume: 101
  start-page: 31
  year: 2001
  end-page: 48
  ident: b0780
  article-title: High-resolution continuous soil classification using morphological soil profile descriptions
  publication-title: Geoderma
– year: 2007
  ident: b0200
  article-title: Model-based Geostatistics
– volume: 136
  start-page: 292
  year: 2010
  end-page: 300
  ident: b0255
  article-title: DNDC: a process-based model of greenhouse gas fluxes from agricultural soils
  publication-title: Agric., Ecosyst. Environ.
– volume: 24
  start-page: 215
  year: 1995
  end-page: 232
  ident: b0380
  article-title: Pedodiversity: concepts and measures
  publication-title: CATENA
– start-page: 165
  year: 2008
  end-page: 172
  ident: b0795
  article-title: Diffuse reflectance spectroscopy as a tool for digital soil mapping
  publication-title: Digital Soil Mapping with Limited Data
– reference: USDA-SCS, 1986. The Guy Smith Interviews: Rationale for Concepts in Soil Taxonomy. 11. Cornell University, Department of Agronomy, Cornell, USA.
– volume: 117
  start-page: 99
  year: 2003
  end-page: 115
  ident: b0290
  article-title: Pedodiversity in the United States of America
  publication-title: Geoderma
– volume: 5
  start-page: 21
  year: 2017
  end-page: 46
  ident: b0340
  article-title: Creative computing with Landlab: an open-source toolkit for building, coupling, and exploring two-dimensional numerical models of Earth-surface dynamics
  publication-title: Earth Surface Dyn.
– volume: 262
  start-page: 101
  year: 2016
  end-page: 111
  ident: b0015
  article-title: Linking soils to ecosystem services-A global review
  publication-title: Geoderma
– volume: 72
  start-page: 165
  year: 1996
  end-page: 190
  ident: b0650
  article-title: A theoretical framework for land evaluation
  publication-title: Geoderma
– year: 2009
  ident: b0030
  article-title: Référentiel pédologique 2008
– volume: 46
  start-page: 3687
  year: 2012
  end-page: 3696
  ident: b0075
  article-title: Public participation in soil surveys: lessons from a pilot study in England
  publication-title: Environ. Sci. Technol.
– volume: 322
  start-page: 48
  year: 2018
  end-page: 55
  ident: b0370
  article-title: Comparisons between USDA soil taxonomy and the Australian Soil Classification system II: comparison of order, suborder and great group taxa
  publication-title: Geoderma
– volume: 338
  start-page: 536
  year: 2019
  end-page: 545
  ident: b0125
  article-title: Quantitative land evaluation implemented in Dutch water management
  publication-title: Geoderma
– volume: 171
  start-page: 3
  year: 2012
  end-page: 15
  ident: b0230
  article-title: On digital soil assessment with models and the Pedometrics agenda
  publication-title: Geoderma
– volume: 4
  start-page: 1
  year: 2018
  end-page: 22
  ident: b0575
  article-title: Evaluation of digital soil mapping approaches with large sets of environmental covariates
  publication-title: SOIL
– volume: 115
  start-page: 165
  year: 2015
  end-page: 172
  ident: b0850
  article-title: Technological developments for spatial prediction of soil properties, and Danie Krige’s influence on it
  publication-title: J. South Afr. Inst. Min. Metall.
– volume: 128
  start-page: 274
  year: 2005
  end-page: 288
  ident: b0455
  article-title: An algorithm for fuzzy pattern matching to allocate soil individuals to pre-existing soil classes
  publication-title: Geoderma
– volume: 44
  start-page: 71
  year: 2004
  end-page: 91
  ident: b0005
  article-title: On-the-go soil sensors for precision agriculture
  publication-title: Comput. Electron. Agric.
– volume: 148
  start-page: 336
  year: 2009
  end-page: 345
  ident: b0165
  article-title: Numerical classification of soil profile data using distance metrics
  publication-title: Geoderma
– volume: 572
  start-page: 194
  year: 2019
  end-page: 198
  ident: b0750
  article-title: Soil nematode abundance and functional group composition at a global scale
  publication-title: Nature
– volume: 14
  start-page: 189
  year: 1975
  end-page: 205
  ident: b0880
  article-title: Conceptual models in pedogenesis: can soil-forming functions be solved?
  publication-title: Geoderma
– volume: 133
  start-page: 71
  year: 2006
  end-page: 86
  ident: b0235
  article-title: Simulation of soil thickness evolution in a complex agricultural landscape at fine spatial and temporal scales
  publication-title: Geoderma
– volume: vol. 1
  year: 1991
  ident: b0580
  publication-title: The Soils of Zimbabwe
– volume: 66
  start-page: 930
  year: 2015
  end-page: 941
  ident: b0730
  article-title: The application of expert knowledge in Bayesian networks to predict soil bulk density at the landscape scale
  publication-title: Eur. J. Soil Sci.
– volume: 217
  start-page: 203
  year: 1999
  end-page: 224
  ident: b0860
  article-title: On the spatial scaling of soil moisture
  publication-title: J. Hydrol.
– volume: 53
  start-page: 1309
  year: 2017
  end-page: 1335
  ident: b0475
  article-title: Soil moisture background error covariance and data assimilation in a coupled land-atmosphere model
  publication-title: Water Resour. Res.
– volume: 62
  start-page: 311
  year: 1994
  end-page: 326
  ident: b0160
  article-title: The state of the art in pedometrics
  publication-title: Geoderma
– volume: 29
  start-page: 1399
  year: 2020
  end-page: 1411
  ident: b0425
  article-title: Biogeography of soil microbial habitats across France
  publication-title: Glob. Ecol. Biogeogr.
– volume: 25
  start-page: 1025
  year: 2000
  end-page: 1034
  ident: b0670
  article-title: Three-dimensional landscape process modelling: the effect of DEM resolution
  publication-title: Earth Surf. Proc. Land.
– volume: 1
  year: 2020
  ident: b0100
  article-title: Soil security as a roadmap focusing soil contributions on sustainable development agendas
  publication-title: Soil Security
– volume: 383
  year: 2021
  ident: b0820
  article-title: Hypotheses, machine learning and soil mapping
  publication-title: Geoderma
– volume: 4
  start-page: 1070
  year: 2013
  end-page: 1075
  ident: b0435
  article-title: Tea bag index: a novel approach to collect uniform decomposition data across ecosystems
  publication-title: Methods Ecol. Evol.
– volume: 55
  start-page: 183
  year: 1992
  end-page: 210
  ident: b0345
  article-title: Towards the quantitative modeling of pedogenesis-a review
  publication-title: Geoderma
– volume: 51
  start-page: 167
  year: 2013
  end-page: 181
  ident: b0565
  article-title: The World Reference Base for Soils (WRB) and Soil Taxonomy: an appraisal of their application to the soils of the Northern Rivers of New South Wales
  publication-title: Soil Res.
– volume: 43
  start-page: 9
  year: 2019
  end-page: 13
  ident: b0315
  article-title: The “10PM Challenges”
  publication-title: Pedometron
– start-page: 255
  year: 1998
  end-page: 264
  ident: b0305
  article-title: Uncertainty analysis in environmental modelling under a change of spatial scale
  publication-title: Soil and Water Quality at Different Scales
– volume: 71
  start-page: 1902
  year: 2007
  end-page: 1908
  ident: b0415
  article-title: Estimating plant-available water capacity for claypan landscapes using apparent electrical conductivity
  publication-title: Soil Sci. Soc. Am. J.
– volume: 72
  start-page: 704
  year: 2021
  end-page: 719
  ident: b0300
  article-title: Introducing a mechanistic model in digital soil mapping to predict soil organic matter stocks in the Cantabrian region (Spain)
  publication-title: Eur. J. Soil Sci.
– volume: 351
  start-page: 59
  year: 2019
  end-page: 70
  ident: b0810
  article-title: Using deep learning for multivariate mapping of soil with quantified uncertainty
  publication-title: Geoderma
– volume: 16
  start-page: 2123
  year: 2006
  end-page: 2142
  ident: b0120
  article-title: Modeling denitrification in terrestrial and aquatic ecosystems at regional scales
  publication-title: Ecol. Appl.
– volume: 100
  start-page: 119
  year: 2014
  end-page: 129
  ident: b0210
  article-title: A soil change-based methodology for the quantification and valuation of ecosystem services from agro-ecosystems: a case study of pastoral agriculture in New Zealand
  publication-title: Ecol. Econ.
– volume: 4
  start-page: 123
  year: 2018
  end-page: 139
  ident: b0275
  article-title: Uncertainty indication in soil function maps–transparent and easy-to-use information to support sustainable use of soil resources
  publication-title: Soil
– volume: 14
  year: 2019
  ident: b0545
  article-title: Large, climate-sensitive soil carbon stocks mapped with pedology-informed machine learning in the North Pacific coastal temperate rainforest
  publication-title: Environ. Res. Lett.
– year: 1994
  ident: b0375
  article-title: Biological Diversity: The Coexistence of Species
– reference: Lafolie, F., Cousin, I., Maron, P.-A., Mollier, A., Pot-Genty, V., Moitrier, N., Moitrier, N., Nouguier, C., 2013. The soil virtuel modeling platform. In: Sino-French Training Course AIR ECO SOLS. Interdisciplinary Approach of Soil Ecological Restoration. Nancy, France. https://hal.inrae.fr/hal-02805313 [Accessed 15 January 2021].
– volume: 354
  year: 2019
  ident: b0630
  article-title: Understanding soil biodiversity using two orthogonal 1000km transects across New South Wales, Australia
  publication-title: Geoderma
– year: 2005
  ident: b0035
  article-title: The Biology of Soil: A Community and Ecosystem Approach
– volume: 35
  start-page: 538
  year: 2019
  end-page: 546
  ident: b0115
  article-title: The challenge for the soil science community to contribute to the implementation of the UN Sustainable Development Goals
  publication-title: Soil Use Manag.
– volume: 262
  start-page: 174
  year: 2016
  end-page: 186
  ident: b0600
  article-title: A one-step approach for modelling and mapping soil properties based on profile data sampled over varying depth intervals
  publication-title: Geoderma
– volume: 91
  start-page: 27
  year: 1999
  end-page: 45
  ident: b0065
  article-title: Modelling soil attribute depth functions with equal-area quadratic smoothing splines
  publication-title: Geoderma
– volume: 27
  start-page: 1127
  year: 1995
  end-page: 1135
  ident: b0350
  article-title: Biotic manipulation effects on soil carbohydrates and microbial biomass in a cultivated soil
  publication-title: Soil Biol. Biochem.
– volume: 3
  start-page: e00181
  year: 2018
  end-page: 18
  ident: b0205
  article-title: Machine learning reveals missing edges and putative interaction mechanisms in microbial ecosystem networks
  publication-title: Msystems
– volume: 375
  year: 2020
  ident: b0095
  article-title: Contributing pedological expertise towards achieving the United Nations Sustainable Development Goals
  publication-title: Geoderma
– volume: 83
  start-page: 171
  year: 1998
  end-page: 192
  ident: b0385
  article-title: Pedodiversity and global soil patterns at coarse scales (with Discussion)
  publication-title: Geoderma
– start-page: 3
  year: 2012
  end-page: 8
  ident: b0440
  article-title: Digital soil assessment: guiding irrigation expansion in Tasmania, Australia
  publication-title: Digital Soil Assessments and Beyond
– start-page: 521
  year: 2018
  end-page: 546
  ident: b0655
  article-title: Pedometric valuation of the soil resource
  publication-title: Pedometrics
– volume: 200
  start-page: 130
  year: 2013
  end-page: 139
  ident: b0110
  article-title: Framing soils as an actor when dealing with wicked environmental problems
  publication-title: Geoderma
– volume: 164
  start-page: 137
  year: 2003
  end-page: 152
  ident: b0610
  article-title: Sensitivity analysis of predicted change in soil carbon following afforestation
  publication-title: Ecol. Model.
– reference: FAO (1977). A Framework for Land Evaluation. 32. International Institute for Land Reclamation and Improvement, Agriculture Organization of the United Nations. Soil Resources and Conservation Service.
– volume: 8
  start-page: 437
  year: 1902
  end-page: 479
  ident: b0335
  article-title: Mathematical problems
  publication-title: Bull. Am. Math. Soc.
– volume: 124
  start-page: 73
  year: 2005
  end-page: 89
  ident: b0625
  article-title: Biomechanical effects, lithological variations, and local pedodiversity in some forest soils of Arkansas
  publication-title: Geoderma
– volume: 27
  start-page: 171
  year: 2003
  end-page: 197
  ident: b0680
  article-title: Predictive soil mapping: a review
  publication-title: Prog. Phys. Geogr.
– volume: 333
  start-page: 149
  year: 2019
  end-page: 162
  ident: b0870
  article-title: Soil organic carbon storage as a key function of soils-a review of drivers and indicators at various scales
  publication-title: Geoderma
– volume: 155
  start-page: 175
  year: 2010
  end-page: 185
  ident: b0055
  article-title: Multi-scale digital terrain analysis and feature selection for digital soil mapping
  publication-title: Geoderma
– reference: Veerman, C., Correia, T.P., Bastioli, C., Biro, B., Bouma, J., Cienciala, E., Emmett, B., Frison, E.-A., Grand, A., Filchev, L.H., 2020. Caring for soil is caring for life: ensure 75% of soils are healthy by 2030 for healthy food, people, nature and climate: Report of the Mission Board for Soil health and food. Technical Report Publications Office of the European Union, Luxembourg.
– volume: 31
  start-page: 333
  year: 1980
  end-page: 341
  ident: b0145
  article-title: Optimal interpolation and isarithmic mapping of soil properties: II. Block kriging
  publication-title: J. Soil Sci.
– volume: 142
  start-page: 69
  year: 2007
  end-page: 79
  ident: b0170
  article-title: Digital soil assessments: beyond DSM
  publication-title: Geoderma
– volume: 251
  start-page: 24
  year: 2015
  end-page: 32
  ident: b0470
  article-title: The implicit loss function for errors in soil information
  publication-title: Geoderma
– volume: 272
  start-page: 14
  year: 2003
  end-page: 35
  ident: b0690
  article-title: Review and comparison of models for describing non-equilibrium and preferential flow and transport in the vadose zone
  publication-title: J. Hydrol.
– volume: 351
  start-page: 59
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0810
  article-title: Using deep learning for multivariate mapping of soil with quantified uncertainty
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2019.05.012
– ident: 10.1016/j.geoderma.2021.115155_b0085
  doi: 10.1007/978-1-4612-3532-3_4
– volume: 210
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0825
  article-title: Machine learning for digital soil mapping: applications, challenges and suggested solutions
  publication-title: Earth Sci. Rev.
  doi: 10.1016/j.earscirev.2020.103359
– year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0855
– volume: 95
  start-page: 53
  year: 2000
  ident: 10.1016/j.geoderma.2021.115155_b0070
  article-title: The role of soil-forming processes in the definition of taxa in Soil Taxonomy and the World Soil Reference Base
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(99)00083-X
– volume: 11
  start-page: 123
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0355
  article-title: Creating a novel comprehensive soil classification system by sequentially adding taxa from existing systems
  publication-title: Geoderma Regional
  doi: 10.1016/j.geodrs.2017.10.004
– volume: 287
  start-page: 4
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0605
  article-title: Scale and scaling in soils
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2016.08.017
– volume: 24
  start-page: 215
  year: 1995
  ident: 10.1016/j.geoderma.2021.115155_b0380
  article-title: Pedodiversity: concepts and measures
  publication-title: CATENA
  doi: 10.1016/0341-8162(95)00028-Q
– volume: 97
  start-page: 293
  year: 2000
  ident: 10.1016/j.geoderma.2021.115155_b0530
  article-title: An overview of pedometric techniques for use in soil survey
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(00)00043-4
– volume: 322
  start-page: 56
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0365
  article-title: A nomenclature algorithm for a potentially global soil taxonomy
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2018.02.020
– volume: 18
  start-page: 2039
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0585
  article-title: Spatial scale drives patterns in soil bacterial diversity
  publication-title: Environ. Microbiol.
  doi: 10.1111/1462-2920.13231
– volume: 338
  start-page: 568
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0515
  article-title: Pedometrics timeline
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2018.11.048
– ident: 10.1016/j.geoderma.2021.115155_b0745
– start-page: 3
  year: 2012
  ident: 10.1016/j.geoderma.2021.115155_b0440
  article-title: Digital soil assessment: guiding irrigation expansion in Tasmania, Australia
– volume: 338
  start-page: 536
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0125
  article-title: Quantitative land evaluation implemented in Dutch water management
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2018.11.002
– volume: vol. 1
  year: 1991
  ident: 10.1016/j.geoderma.2021.115155_b0580
– volume: 62
  start-page: 1
  year: 1994
  ident: 10.1016/j.geoderma.2021.115155_b0845
  article-title: The development of pedometrics
  publication-title: Geoderma
  doi: 10.1016/0016-7061(94)90024-8
– ident: 10.1016/j.geoderma.2021.115155_b0215
– volume: 383
  year: 2021
  ident: 10.1016/j.geoderma.2021.115155_b0820
  article-title: Hypotheses, machine learning and soil mapping
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2020.114725
– volume: 66
  start-page: 930
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0730
  article-title: The application of expert knowledge in Bayesian networks to predict soil bulk density at the landscape scale
  publication-title: Eur. J. Soil Sci.
  doi: 10.1111/ejss.12282
– start-page: 165
  year: 2008
  ident: 10.1016/j.geoderma.2021.115155_b0795
  article-title: Diffuse reflectance spectroscopy as a tool for digital soil mapping
– volume: 25
  start-page: 1025
  year: 2000
  ident: 10.1016/j.geoderma.2021.115155_b0670
  article-title: Three-dimensional landscape process modelling: the effect of DEM resolution
  publication-title: Earth Surf. Proc. Land.
  doi: 10.1002/1096-9837(200008)25:9<1025::AID-ESP116>3.0.CO;2-Z
– volume: 262
  start-page: 174
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0600
  article-title: A one-step approach for modelling and mapping soil properties based on profile data sampled over varying depth intervals
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2015.08.013
– volume: 10
  start-page: 3519
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0400
  article-title: Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming
  publication-title: Geosci. Model Dev.
  doi: 10.5194/gmd-10-3519-2017
– volume: 546
  start-page: 166
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0705
  article-title: Estimation of available water capacity components of two-layered soils using crop model inversion: effect of crop type and water regime
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2016.12.049
– year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0330
– volume: 70
  start-page: 550
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0805
  article-title: Factors controlling the variation in organic carbon stocks in agricultural soils of Germany
  publication-title: Eur. J. Soil Sci.
  doi: 10.1111/ejss.12787
– volume: 3
  start-page: e00181
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0205
  article-title: Machine learning reveals missing edges and putative interaction mechanisms in microbial ecosystem networks
  publication-title: Msystems
  doi: 10.1128/msystems.00181-18
– ident: 10.1016/j.geoderma.2021.115155_b0050
– volume: 53
  start-page: 1309
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0475
  article-title: Soil moisture background error covariance and data assimilation in a coupled land-atmosphere model
  publication-title: Water Resour. Res.
  doi: 10.1002/2015WR017548
– volume: 165
  start-page: 971
  year: 2000
  ident: 10.1016/j.geoderma.2021.115155_b0250
  article-title: Assessing the economic value of soil information using decision analysis techniques
  publication-title: Soil Sci.
  doi: 10.1097/00010694-200012000-00007
– volume: 11
  start-page: 3350
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0505
  article-title: On soil capability, capacity, and condition
  publication-title: Sustainability
  doi: 10.3390/su11123350
– ident: 10.1016/j.geoderma.2021.115155_b0775
  doi: 10.2136/vzj2015.09.0131
– volume: 155
  start-page: 147
  year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0755
  article-title: Sampling design optimization for multivariate soil mapping
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2009.07.005
– year: 1978
  ident: 10.1016/j.geoderma.2021.115155_b0865
– ident: 10.1016/j.geoderma.2021.115155_b0420
  doi: 10.2136/sssaj2011.0115
– volume: 170
  start-page: 347
  year: 2012
  ident: 10.1016/j.geoderma.2021.115155_b0430
  article-title: Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2011.10.007
– start-page: 521
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0655
  article-title: Pedometric valuation of the soil resource
– year: 1978
  ident: 10.1016/j.geoderma.2021.115155_b0220
– ident: 10.1016/j.geoderma.2021.115155_b0665
– volume: 142
  start-page: 69
  year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0170
  article-title: Digital soil assessments: beyond DSM
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2007.08.015
– volume: 333
  start-page: 149
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0870
  article-title: Soil organic carbon storage as a key function of soils-a review of drivers and indicators at various scales
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2018.07.026
– year: 2008
  ident: 10.1016/j.geoderma.2021.115155_b0540
– volume: 4
  start-page: 1
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0575
  article-title: Evaluation of digital soil mapping approaches with large sets of environmental covariates
  publication-title: SOIL
  doi: 10.5194/soil-4-1-2018
– volume: 136
  start-page: 292
  year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0255
  article-title: DNDC: a process-based model of greenhouse gas fluxes from agricultural soils
  publication-title: Agric., Ecosyst. Environ.
  doi: 10.1016/j.agee.2009.06.014
– volume: 154
  start-page: 135
  year: 2002
  ident: 10.1016/j.geoderma.2021.115155_b0595
  article-title: Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks
  publication-title: Ecol. Model.
  doi: 10.1016/S0304-3800(02)00064-9
– volume: 7
  start-page: 164
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0800
  article-title: Quantitative evaluation of soil functions: potential and state
  publication-title: Front. Environ. Sci.
  doi: 10.3389/fenvs.2019.00164
– volume: 29
  start-page: 1399
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0425
  article-title: Biogeography of soil microbial habitats across France
  publication-title: Glob. Ecol. Biogeogr.
  doi: 10.1111/geb.13118
– volume: 23
  start-page: 152
  year: 1959
  ident: 10.1016/j.geoderma.2021.115155_b0685
  article-title: Outline of a generalized theory of soil genesis
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1959.03615995002300020021x
– volume: 72
  start-page: 704
  issue: 2
  year: 2021
  ident: 10.1016/j.geoderma.2021.115155_b0300
  article-title: Introducing a mechanistic model in digital soil mapping to predict soil organic matter stocks in the Cantabrian region (Spain)
  publication-title: Eur. J. Soil Sci.
  doi: 10.1111/ejss.13011
– volume: 362
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0185
  article-title: Carbon isotope discrimination as a surrogate for soil available water capacity in rainfed areas: a study in the Languedoc vineyard plain
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2019.114121
– volume: 79
  start-page: 7
  year: 2004
  ident: 10.1016/j.geoderma.2021.115155_b0695
  article-title: A history of research on the link between (micro) aggregates, soil biota, and soil organic matter dynamics
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2004.03.008
– year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0225
– volume: 354
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0630
  article-title: Understanding soil biodiversity using two orthogonal 1000km transects across New South Wales, Australia
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2019.07.018
– volume: 572
  start-page: 194
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0750
  article-title: Soil nematode abundance and functional group composition at a global scale
  publication-title: Nature
  doi: 10.1038/s41586-019-1418-6
– volume: 32
  start-page: 439
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0240
  article-title: Towards long-term standardised carbon and greenhouse gas observations for monitoring Europe’s terrestrial ecosystems: a review
  publication-title: Int. Agrophys.
  doi: 10.1515/intag-2017-0039
– ident: 10.1016/j.geoderma.2021.115155_b0700
– volume: 32
  start-page: 373
  year: 1968
  ident: 10.1016/j.geoderma.2021.115155_b0740
  article-title: Use of the Stanford-DeMent bioassay to study Atrazine-soil reactions
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1968.03615995003200030030x
– volume: 53
  start-page: 845
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0785
  article-title: The Australian three-dimensional soil grid: Australia’s contribution to the GlobalSoilMap project
  publication-title: Soil Res.
  doi: 10.1071/SR14366
– volume: 71
  start-page: 1902
  year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0415
  article-title: Estimating plant-available water capacity for claypan landscapes using apparent electrical conductivity
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj2007.0011
– volume: 12
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0390
  article-title: Global relationships of pedodiversity and biodiversity
  publication-title: Vadose Zone J.
  doi: 10.2136/vzj2012.0186
– volume: 214
  start-page: 91
  year: 2014
  ident: 10.1016/j.geoderma.2021.115155_b0590
  article-title: Disaggregating and harmonising soil map units through resampled classification trees
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2013.09.024
– volume: 8
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0040
  article-title: Landlab v2. 0: a software package for Earth surface dynamics
  publication-title: Earth Surface Dyn.
– ident: 10.1016/j.geoderma.2021.115155_b0450
  doi: 10.4267/2042/56287
– year: 1994
  ident: 10.1016/j.geoderma.2021.115155_b0375
– volume: 166
  start-page: 177
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0770
  article-title: Two decades of numerical modelling to understand long term fluvial archives: advances and future perspectives
  publication-title: Quatern. Sci. Rev.
  doi: 10.1016/j.quascirev.2016.10.002
– ident: 10.1016/j.geoderma.2021.115155_b0830
  doi: 10.1016/S0166-2481(06)31022-7
– volume: 375
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0095
  article-title: Contributing pedological expertise towards achieving the United Nations Sustainable Development Goals
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2020.114508
– volume: 133
  start-page: 71
  year: 2006
  ident: 10.1016/j.geoderma.2021.115155_b0235
  article-title: Simulation of soil thickness evolution in a complex agricultural landscape at fine spatial and temporal scales
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2006.03.038
– volume: 100
  start-page: 119
  year: 2014
  ident: 10.1016/j.geoderma.2021.115155_b0210
  article-title: A soil change-based methodology for the quantification and valuation of ecosystem services from agro-ecosystems: a case study of pastoral agriculture in New Zealand
  publication-title: Ecol. Econ.
  doi: 10.1016/j.ecolecon.2014.02.008
– start-page: 139092
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0835
  article-title: Modelling spatio-temporal patterns of soil carbon and greenhouse gas emissions in grazing lands: current status and future prospects
– start-page: 1135
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0645
  article-title: Why should I trust you? Explaining the predictions of any classifier
– volume: 43
  start-page: 159
  year: 1992
  ident: 10.1016/j.geoderma.2021.115155_b0500
  article-title: A continuum approach to soil classification by modified fuzzy k-means with extragrades
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1992.tb00127.x
– ident: 10.1016/j.geoderma.2021.115155_b0765
– volume: 133
  start-page: 124
  year: 2006
  ident: 10.1016/j.geoderma.2021.115155_b0320
  article-title: Space–time Kalman filtering of soil redistribution
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2006.03.041
– start-page: 115
  year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0180
  article-title: The mARM3D spatially distributed soil evolution model: three-dimensional model framework and analysis of hillslope and landform responses
  publication-title: J. Geophys. Res.: Earth Surf.
– year: 2000
  ident: 10.1016/j.geoderma.2021.115155_b0060
– volume: 49
  start-page: 1267
  year: 2012
  ident: 10.1016/j.geoderma.2021.115155_b0395
  article-title: Archive and refugia of soil organisms: applying a pedodiversity framework for the conservation of biological and non-biological heritages
  publication-title: J. Appl. Ecol.
  doi: 10.1111/j.1365-2664.2012.02213.x
– volume: 334
  start-page: 49
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0245
  article-title: Natural language indexing for pedoinformatics
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2018.07.050
– volume: 4
  start-page: 1070
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0435
  article-title: Tea bag index: a novel approach to collect uniform decomposition data across ecosystems
  publication-title: Methods Ecol. Evol.
  doi: 10.1111/2041-210X.12097
– volume: 8
  start-page: 437
  year: 1902
  ident: 10.1016/j.geoderma.2021.115155_b0335
  article-title: Mathematical problems
  publication-title: Bull. Am. Math. Soc.
  doi: 10.1090/S0002-9904-1902-00923-3
– volume: 100
  start-page: 217
  year: 2001
  ident: 10.1016/j.geoderma.2021.115155_b0295
  article-title: Developments and trends in soil science: 100 volumes of Geoderma (1967–2001)
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(01)00024-6
– volume: 1
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0100
  article-title: Soil security as a roadmap focusing soil contributions on sustainable development agendas
  publication-title: Soil Security
  doi: 10.1016/j.soisec.2020.100001
– volume: 70
  start-page: 216
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0480
  article-title: Pedology and digital soil mapping (DSM)
  publication-title: Eur. J. Soil Sci.
  doi: 10.1111/ejss.12790
– year: 2009
  ident: 10.1016/j.geoderma.2021.115155_b0030
– volume: 128
  start-page: 274
  year: 2005
  ident: 10.1016/j.geoderma.2021.115155_b0455
  article-title: An algorithm for fuzzy pattern matching to allocate soil individuals to pre-existing soil classes
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2005.04.009
– volume: 124
  start-page: 73
  year: 2005
  ident: 10.1016/j.geoderma.2021.115155_b0625
  article-title: Biomechanical effects, lithological variations, and local pedodiversity in some forest soils of Arkansas
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2004.04.004
– volume: 4
  start-page: 809
  year: 2002
  ident: 10.1016/j.geoderma.2021.115155_b0635
  article-title: Optimized contaminated land investigation at minimum overall cost to achieve fitness-for-purpose
  publication-title: J. Environ. Monit.
  doi: 10.1039/b203096a
– volume: 5
  start-page: 21
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0340
  article-title: Creative computing with Landlab: an open-source toolkit for building, coupling, and exploring two-dimensional numerical models of Earth-surface dynamics
  publication-title: Earth Surface Dyn.
  doi: 10.5194/esurf-5-21-2017
– volume: 108
  start-page: 659
  year: 2011
  ident: 10.1016/j.geoderma.2021.115155_b0490
  article-title: Treatment of uncertainties in IPCC Assessment Reports: past approaches and considerations for the Fifth Assessment Report
  publication-title: Clim. Change
  doi: 10.1007/s10584-011-0177-7
– start-page: 191
  year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0495
  article-title: Two methods for using legacy data in digital soil mapping
– volume: 83
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0720
  article-title: Soil bacterial and fungal communities show distinct recovery patterns during forest ecosystem restoration
  publication-title: Appl. Environ. Microbiol.
  doi: 10.1128/AEM.00966-17
– volume: 375
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0460
  article-title: Analysing the impact of soil spatial sampling on the performances of digital soil mapping models and their evaluation: a numerical experiment on Quantile Random Forest using clay contents obtained from Vis-NIR-SWIR hyperspectral imagery
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2020.114503
– volume: 55
  start-page: 183
  year: 1992
  ident: 10.1016/j.geoderma.2021.115155_b0345
  article-title: Towards the quantitative modeling of pedogenesis-a review
  publication-title: Geoderma
  doi: 10.1016/0016-7061(92)90083-J
– volume: 91
  start-page: 27
  year: 1999
  ident: 10.1016/j.geoderma.2021.115155_b0065
  article-title: Modelling soil attribute depth functions with equal-area quadratic smoothing splines
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(99)00003-8
– volume: 14
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0545
  article-title: Large, climate-sensitive soil carbon stocks mapped with pedology-informed machine learning in the North Pacific coastal temperate rainforest
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/aaed52
– volume: 200
  start-page: 130
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0110
  article-title: Framing soils as an actor when dealing with wicked environmental problems
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2013.02.011
– volume: 101
  start-page: 31
  year: 2001
  ident: 10.1016/j.geoderma.2021.115155_b0780
  article-title: High-resolution continuous soil classification using morphological soil profile descriptions
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(00)00088-4
– volume: 213
  start-page: 203
  year: 2014
  ident: 10.1016/j.geoderma.2021.115155_b0510
  article-title: The dimensions of soil security
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2013.08.013
– volume: 62
  start-page: 311
  year: 1994
  ident: 10.1016/j.geoderma.2021.115155_b0160
  article-title: The state of the art in pedometrics
  publication-title: Geoderma
  doi: 10.1016/0016-7061(94)90043-4
– volume: 43
  start-page: 9
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0315
  article-title: The “10PM Challenges”
  publication-title: Pedometron
– volume: 42
  start-page: 301
  year: 1991
  ident: 10.1016/j.geoderma.2021.115155_b0840
  article-title: Local disjunctive kriging of soil properties with change of support
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1991.tb00411.x
– volume: 116
  start-page: 89
  year: 2003
  ident: 10.1016/j.geoderma.2021.115155_b0190
  article-title: Modeling change in soil compaction due to agricultural traffic as function of soil water content
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(03)00096-X
– volume: 109
  start-page: 41
  year: 2002
  ident: 10.1016/j.geoderma.2021.115155_b0525
  article-title: From pedotransfer functions to soil inference systems
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(02)00139-8
– volume: 155
  start-page: 140
  year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0615
  article-title: Methods to quantify the pedodiversity of 1 km2 areas-results from southern African drylands
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2009.07.009
– year: 2005
  ident: 10.1016/j.geoderma.2021.115155_b0035
– ident: 10.1016/j.geoderma.2021.115155_b0675
– volume: 122
  start-page: 58
  year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0175
  article-title: Predicted soil organic carbon stocks and changes in the Brazilian Amazon between 2000 and 2030
  publication-title: Agric., Ecosyst. Environ.
  doi: 10.1016/j.agee.2007.01.008
– volume: 148
  start-page: 336
  year: 2009
  ident: 10.1016/j.geoderma.2021.115155_b0165
  article-title: Numerical classification of soil profile data using distance metrics
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2008.11.008
– volume: 72
  start-page: 165
  year: 1996
  ident: 10.1016/j.geoderma.2021.115155_b0650
  article-title: A theoretical framework for land evaluation
  publication-title: Geoderma
  doi: 10.1016/0016-7061(96)00031-6
– volume: 117
  start-page: 99
  year: 2003
  ident: 10.1016/j.geoderma.2021.115155_b0290
  article-title: Pedodiversity in the United States of America
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(03)00137-X
– ident: 10.1016/j.geoderma.2021.115155_b0570
  doi: 10.1097/00010694-196303000-00014
– volume: 44
  start-page: 71
  year: 2004
  ident: 10.1016/j.geoderma.2021.115155_b0005
  article-title: On-the-go soil sensors for precision agriculture
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2004.03.002
– volume: 12
  start-page: 699
  year: 2001
  ident: 10.1016/j.geoderma.2021.115155_b0790
  article-title: Assessment of the production and economic risks of site-specific liming using geostatistical uncertainty modelling
  publication-title: Environmetrics
  doi: 10.1002/env.471
– volume: 46
  start-page: 3687
  year: 2012
  ident: 10.1016/j.geoderma.2021.115155_b0075
  article-title: Public participation in soil surveys: lessons from a pilot study in England
  publication-title: Environ. Sci. Technol.
  doi: 10.1021/es203880p
– start-page: 415
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0465
  article-title: Vis-NIR-SWIR remote sensing products as new soil data for digital soil mapping
– volume: 115
  start-page: 165
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0850
  article-title: Technological developments for spatial prediction of soil properties, and Danie Krige’s influence on it
  publication-title: J. South Afr. Inst. Min. Metall.
  doi: 10.17159/2411-9717/2015/v115n2a12
– volume: 2
  start-page: 1
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0025
  article-title: Earthworms act as biochemical reactors to convert labile plant compounds into stabilized soil microbial necromass
  publication-title: Commun. Biol.
  doi: 10.1038/s42003-019-0684-z
– volume: 14
  start-page: 189
  year: 1975
  ident: 10.1016/j.geoderma.2021.115155_b0880
  article-title: Conceptual models in pedogenesis: can soil-forming functions be solved?
  publication-title: Geoderma
  doi: 10.1016/0016-7061(75)90001-4
– volume: 125
  start-page: 54
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0885
  article-title: Responses of fungal–bacterial community and network to organic inputs vary among different spatial habitats in soil
  publication-title: Soil Biol. Biochem.
  doi: 10.1016/j.soilbio.2018.06.029
– volume: 138
  start-page: 86
  year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0135
  article-title: Optimization of sample patterns for universal kriging of environmental variables
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2006.10.016
– volume: 259
  start-page: 71
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0660
  article-title: Can citizen science assist digital soil mapping?
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2015.05.006
– volume: 31
  start-page: 333
  year: 1980
  ident: 10.1016/j.geoderma.2021.115155_b0145
  article-title: Optimal interpolation and isarithmic mapping of soil properties: II. Block kriging
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1980.tb02085.x
– year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0200
– volume: 171
  start-page: 3
  year: 2012
  ident: 10.1016/j.geoderma.2021.115155_b0230
  article-title: On digital soil assessment with models and the Pedometrics agenda
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2011.01.001
– volume: 679
  start-page: 172
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0620
  article-title: Development of artificial intelligence models for the prediction of Compression Coefficient of soil: an application of Monte Carlo sensitivity analysis
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2019.05.061
– volume: 141
  start-page: 149
  year: 2007
  ident: 10.1016/j.geoderma.2021.115155_b0520
  article-title: On measuring pedodiversity
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2007.05.012
– volume: 3
  start-page: 34
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0715
  article-title: What is the best inference trajectory for mapping soil functions: an example of mapping soil available water capacity over Languedoc Roussillon (France)
  publication-title: Soil Syst.
  doi: 10.3390/soilsystems3020034
– volume: 291
  start-page: 55
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0760
  article-title: Using quantile regression forest to estimate uncertainty of digital soil mapping products
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2016.12.017
– volume: 27
  start-page: 171
  year: 2003
  ident: 10.1016/j.geoderma.2021.115155_b0680
  article-title: Predictive soil mapping: a review
  publication-title: Prog. Phys. Geogr.
  doi: 10.1191/0309133303pp366ra
– volume: 322
  start-page: 48
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0370
  article-title: Comparisons between USDA soil taxonomy and the Australian Soil Classification system II: comparison of order, suborder and great group taxa
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2018.02.022
– volume: 44
  start-page: 28
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0105
  article-title: The 10PM challenges
  publication-title: Pedometron
– volume: 4
  start-page: 123
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0275
  article-title: Uncertainty indication in soil function maps–transparent and easy-to-use information to support sustainable use of soil resources
  publication-title: Soil
  doi: 10.5194/soil-4-123-2018
– volume: 341
  start-page: 195
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0485
  article-title: The feasibility of predicting the spatial pattern of soil particle-size distribution using a pedogenesis model
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2019.01.049
– volume: 355
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0815
  article-title: Sampling design optimization for soil mapping with random forest
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2019.113913
– volume: vol. 106
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0410
– volume: 133
  start-page: 138
  year: 2006
  ident: 10.1016/j.geoderma.2021.115155_b0560
  article-title: Mechanistic soil–landscape modelling as an approach to developing pedogenetic classifications
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2006.03.042
– volume: 164
  start-page: 137
  year: 2003
  ident: 10.1016/j.geoderma.2021.115155_b0610
  article-title: Sensitivity analysis of predicted change in soil carbon following afforestation
  publication-title: Ecol. Model.
  doi: 10.1016/S0304-3800(03)00027-9
– year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0405
– volume: 138
  start-page: 548
  year: 1936
  ident: 10.1016/j.geoderma.2021.115155_b0555
  article-title: Normal erosion as a factor in soil profile development
  publication-title: Nature
  doi: 10.1038/138548c0
– volume: 101
  start-page: 58
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0725
  article-title: Identification of 100 fundamental ecological questions
  publication-title: J. Ecol.
  doi: 10.1111/1365-2745.12025
– volume: 264
  start-page: 340
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0550
  article-title: Testing the pedometric evaluation of taxonomic units on soil taxonomy-a step in advancing towards a universal soil classification system
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2015.09.008
– volume: 51
  start-page: 167
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0565
  article-title: The World Reference Base for Soils (WRB) and Soil Taxonomy: an appraisal of their application to the soils of the Northern Rivers of New South Wales
  publication-title: Soil Res.
  doi: 10.1071/SR12144
– volume: 262
  start-page: 101
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0015
  article-title: Linking soils to ecosystem services-A global review
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2015.08.009
– volume: 34
  start-page: 577
  year: 1983
  ident: 10.1016/j.geoderma.2021.115155_b0150
  article-title: Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1983.tb01057.x
– volume: 281
  start-page: 102
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0020
  article-title: Mapping the soils of an Argentine Pampas region using structural equation modelling
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2016.06.031
– volume: 5
  start-page: 1
  year: 2020
  ident: 10.1016/j.geoderma.2021.115155_b0080
  article-title: Targeting the soil quality and soil health concepts when aiming for the United Nations Sustainable Development Goals and the EU Green Deal
  publication-title: SOIL
  doi: 10.5194/soil-5-1-2019
– volume: 7
  start-page: 331
  year: 1981
  ident: 10.1016/j.geoderma.2021.115155_b0535
  article-title: The design of optimal sampling schemes for local estimation and mapping of of regionalized variables- I: Theory and method
  publication-title: Comput. Geosci.
  doi: 10.1016/0098-3004(81)90077-7
– volume: 16
  start-page: 2123
  year: 2006
  ident: 10.1016/j.geoderma.2021.115155_b0120
  article-title: Modeling denitrification in terrestrial and aquatic ecosystems at regional scales
  publication-title: Ecol. Appl.
  doi: 10.1890/1051-0761(2006)016[2123:MDITAA]2.0.CO;2
– year: 2006
  ident: 10.1016/j.geoderma.2021.115155_b0130
  article-title: Assessing uncertainty propagation through physically based models of soil water flow and solute transport
– volume: 22
  start-page: 359
  year: 1971
  ident: 10.1016/j.geoderma.2021.115155_b0155
  article-title: The relation between cost and utility in soil survey (I–III)
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1971.tb01624.x
– volume: 69
  start-page: 224
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0270
  article-title: Soil function assessment: review of methods for quantifying the contributions of soils to ecosystem services
  publication-title: Land Use Policy
  doi: 10.1016/j.landusepol.2017.06.025
– volume: 307
  start-page: 198
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0360
  article-title: Comparisons between USDA Soil Taxonomy and the Australian Soil Classification System I: data harmonization, calculation of taxonomic distance and inter-taxa variation
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2017.08.009
– volume: 192
  start-page: 6
  year: 2011
  ident: 10.1016/j.geoderma.2021.115155_b0280
  article-title: One hundred important questions facing plant science research
  publication-title: New Phytol.
  doi: 10.1111/j.1469-8137.2011.03859.x
– volume: 23
  start-page: 3909
  year: 2002
  ident: 10.1016/j.geoderma.2021.115155_b0260
  article-title: Spectral properties and hydraulic conductance of soil crusts formed by raindrop impact
  publication-title: Int. J. Remote Sens.
  doi: 10.1080/01431160110115942
– volume: 177
  start-page: 111
  year: 2014
  ident: 10.1016/j.geoderma.2021.115155_b0090
  article-title: Soil science contributions towards sustainable development goals and their implementation: linking soil functions with ecosystem services
  publication-title: J. Plant Nutr. Soil Sci.
  doi: 10.1002/jpln.201300646
– volume: 89
  start-page: 1
  year: 1999
  ident: 10.1016/j.geoderma.2021.115155_b0265
  article-title: Geostatistics in soil science: state-of-the-art and perspectives
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(98)00078-0
– volume: 1
  start-page: 1
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0285
  article-title: Great challenges in structural geology and tectonics
  publication-title: Front. Earth Sci.
  doi: 10.3389/feart.2013.00002
– volume: 4
  start-page: 1
  year: 2013
  ident: 10.1016/j.geoderma.2021.115155_b0640
  article-title: Turnover of soil bacterial diversity driven by wide-scale environmental heterogeneity
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms2431
– volume: 272
  start-page: 14
  year: 2003
  ident: 10.1016/j.geoderma.2021.115155_b0690
  article-title: Review and comparison of models for describing non-equilibrium and preferential flow and transport in the vadose zone
  publication-title: J. Hydrol.
  doi: 10.1016/S0022-1694(02)00252-4
– ident: 10.1016/j.geoderma.2021.115155_b0445
  doi: 10.1016/B978-0-12-394275-3.00003-1
– volume: 35
  start-page: 538
  year: 2019
  ident: 10.1016/j.geoderma.2021.115155_b0115
  article-title: The challenge for the soil science community to contribute to the implementation of the UN Sustainable Development Goals
  publication-title: Soil Use Manag.
  doi: 10.1111/sum.12518
– volume: 10
  start-page: 3938
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0195
  article-title: Soil survey and soil classification of the Koupendri catchment in Benin, West Africa
  publication-title: Afr. J. Agric. Res.
  doi: 10.5897/AJAR2015.9904
– volume: 100
  start-page: 269
  year: 2001
  ident: 10.1016/j.geoderma.2021.115155_b0325
  article-title: Modelling soil variation: past, present, and future
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(01)00025-8
– volume: 155
  start-page: 175
  year: 2010
  ident: 10.1016/j.geoderma.2021.115155_b0055
  article-title: Multi-scale digital terrain analysis and feature selection for digital soil mapping
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2009.07.010
– start-page: 439
  year: 2018
  ident: 10.1016/j.geoderma.2021.115155_b0310
  article-title: Uncertainty and uncertainty propagation in soil mapping and modelling
– ident: 10.1016/j.geoderma.2021.115155_b0890
  doi: 10.1016/j.geoderma.2012.01.005
– volume: 31
  start-page: 315
  year: 1980
  ident: 10.1016/j.geoderma.2021.115155_b0140
  article-title: Optimal interpolation and isarithmic mapping of soil properties: I. The semi-variogram and punctual kriging
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1980.tb02084.x
– start-page: 255
  year: 1998
  ident: 10.1016/j.geoderma.2021.115155_b0305
  article-title: Uncertainty analysis in environmental modelling under a change of spatial scale
– volume: 83
  start-page: 171
  year: 1998
  ident: 10.1016/j.geoderma.2021.115155_b0385
  article-title: Pedodiversity and global soil patterns at coarse scales (with Discussion)
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(97)00147-X
– volume: 28
  start-page: 1212
  year: 2017
  ident: 10.1016/j.geoderma.2021.115155_b0710
  article-title: Sediment reallocations due to erosive rainfall events in the Three Gorges Reservoir Area, Central China
  publication-title: Land Degr. Dev.
  doi: 10.1002/ldr.2503
– volume: 78
  start-page: 337
  year: 2014
  ident: 10.1016/j.geoderma.2021.115155_b0010
  article-title: Top-ranked priority research questions for soil science in the 21st century
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj2013.07.0291
– volume: 251
  start-page: 24
  year: 2015
  ident: 10.1016/j.geoderma.2021.115155_b0470
  article-title: The implicit loss function for errors in soil information
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2015.03.014
– year: 1998
  ident: 10.1016/j.geoderma.2021.115155_b0875
– volume: 217
  start-page: 203
  year: 1999
  ident: 10.1016/j.geoderma.2021.115155_b0860
  article-title: On the spatial scaling of soil moisture
  publication-title: J. Hydrol.
  doi: 10.1016/S0022-1694(98)00232-7
– start-page: 281
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0045
  article-title: Probabilistic representation of genetic soil horizons
– volume: 27
  start-page: 1127
  year: 1995
  ident: 10.1016/j.geoderma.2021.115155_b0350
  article-title: Biotic manipulation effects on soil carbohydrates and microbial biomass in a cultivated soil
  publication-title: Soil Biol. Biochem.
  doi: 10.1016/0038-0717(95)00041-C
– volume: 90
  start-page: 131
  year: 2016
  ident: 10.1016/j.geoderma.2021.115155_b0735
  article-title: LORICA–a new model for linking landscape and soil profile evolution: development and sensitivity analysis
  publication-title: Comput. Geosci.
  doi: 10.1016/j.cageo.2015.08.004
SSID ssj0017020
Score 2.5917182
Snippet •Community-based research effort.•Define ten challenging and unsolved pedometrics questions.•Review and proposed agenda for each challenge.•Guide for future...
Pedometrics, the application of mathematical and statistical methods to the study of the distribution and genesis of soils, has broadened its scope over the...
SourceID hal
proquest
crossref
elsevier
SourceType Open Access Repository
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 115155
SubjectTerms geostatistics
Knowledge gaps
Methodology
Pedology
Research questions
Scientific agenda
soil
soil classification
soil formation
Soil science
Statistics
Title Ten challenges for the future of pedometrics
URI https://dx.doi.org/10.1016/j.geoderma.2021.115155
https://www.proquest.com/docview/2561534864
https://hal.inrae.fr/hal-03243607
Volume 401
WOSCitedRecordID wos000667306700002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  customDbUrl:
  eissn: 1872-6259
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0017020
  issn: 0016-7061
  databaseCode: AIEXJ
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZoywEOFU91eVQBcYMEb-LYyXGpWkq1VAiKtDfL8aNQIFllH9qf33HsPERBBSEuUeSV4-zMZDwznvkGoRfgVGWpMCLMZZKGhGkMelCCMiRg-wswCYzATbMJdnqazWb5B98uddG0E2BlmW02-fy_shrGgNm2dPYv2N09FAbgHpgOV2A7XP-M8bq05byuRcqiSyN04CFNgrNW1Q_bSMvnuXvT9K22bdEGalqoarUZFMFY_P_oJAoPoj6AulrbevZvLrpe25DEm-h99_vUJ2J_jF4CQ-s-X2cqzhsgaXc44oI6cz2MQMRjX4rXhcWulMY4VTumIcMOaT3STrtmLA6twzVUv8Q96ooqd1GFCyCn-_eRXRo0vO1J029eXUrhp6agAjeAaBbDh2yhnZilOWi6ncm7w9lJd7bEsAfr9C84qBv_9Wq_M1m2vtjc2Z-28MYuObuDdr1DEUycINxFN3R5D92enNceVEXfR69AJIJeJAIQiQBEInAiEVQmGIjEA_T56PDs4Dj0XTJCSWK2DPMiKRTsuCYeGzB-VZblwlBFiUplYrSRqcDKEJXkiVExkQXVpEhxQSVVhKo0eYi2y6rUeyhQjBYqIQnOZUEUZQWYh7rBTzJCS0NGKG0JwaWHkLedTL7zNlfwgrcE5JaA3BFwhF538-YOROXaGXlLZ-5NQWficRCPa-c-B4p2C1n89OPJlNsxDO5DQjFbj0foWcs3DgrVnpKJUlerBQcfAKwAklHy6B9e4jG61X8qT9D2sl7pp-imXC-_Lup9L5KXNx6afg
linkProvider Elsevier
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Ten+challenges+for+the+future+of+pedometrics&rft.jtitle=Geoderma&rft.au=Wadoux%2C+Alexandre+M.J.-C.&rft.au=Heuvelink%2C+Gerard+B.M.&rft.au=Lark%2C+R.+Murray&rft.au=Lagacherie%2C+Philippe&rft.date=2021-11-01&rft.pub=Elsevier+B.V&rft.issn=0016-7061&rft.eissn=1872-6259&rft.volume=401&rft_id=info:doi/10.1016%2Fj.geoderma.2021.115155&rft.externalDocID=S0016706121002354
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0016-7061&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0016-7061&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0016-7061&client=summon