Soil Mapping Using Electromagnetic Induction to Assess the Suitability of Land for Growing Leptospermum nitens in Western Australia
Leptospermum sp. with dihydroxyacetone in their nectar are a source of high-value medicinal honey production and can provide income from agriculturally marginal lands. The current study was from two newly planted Leptospermum nitens sites, one with duplex soil and the other in deep sandy soil, in th...
Gespeichert in:
| Veröffentlicht in: | Frontiers in environmental science Jg. 10 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Frontiers Media S.A
19.07.2022
|
| Schlagworte: | |
| ISSN: | 2296-665X, 2296-665X |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | Leptospermum
sp. with dihydroxyacetone in their nectar are a source of high-value medicinal honey production and can provide income from agriculturally marginal lands. The current study was from two newly planted
Leptospermum nitens
sites, one with duplex soil and the other in deep sandy soil, in the low rainfall areas of the south-west of Western Australia, with the aim of identifying key soil parameters influencing the plantation’s survival and growth. Electromagnetic induction (EMI) at different depths was used to investigate the possible impact of soil variability on the
Leptospermum nitens
plantations. Two EMI surveys were conducted at each site, at different times of the year, to account for soil moisture variability (relatively dry and wet conditions). A least-square inversion algorithm was used to determine true electrical conductivities at three different soil depths (0–0.5, 0.5–0.8, and 0.8–1.6 m) to produce quasi-3D maps of soil inverted electrical conductivity. Corresponding soil samples from each depth were used for the physico-chemical analysis of soil parameters and to develop laboratory-based electrical resistivity to soil volumetric moisture calibrations with
R
2
values between 0.95 and 0.99. Shrub survival and growth (canopy diameter) were estimated using unmanned aerial vehicle (UAV) images and machine learning. Comparing EMI soil mapping with UAV imagery results showed significantly greater shrub survival and growth (
p
< 0.001) in areas with higher ECa ranges of 12–24 mS m
−1
at the variable textured site and 6–9 mS m
−1
at the uniformly sandy site. Overall, the variable textured site, with an 82% survival rate, had a significantly higher shrub count and larger plants than the uniformly sandy site, with a 75% survival rate. A principal component analysis (PCA) identified inverted EC to be strongly correlated with soil moisture > pH > soil texture. Such soil mapping may be a robust and effective method for risk assessment of new shrub plantations. |
|---|---|
| AbstractList | Leptospermum sp. with dihydroxyacetone in their nectar are a source of high-value medicinal honey production and can provide income from agriculturally marginal lands. The current study was from two newly planted Leptospermum nitens sites, one with duplex soil and the other in deep sandy soil, in the low rainfall areas of the south-west of Western Australia, with the aim of identifying key soil parameters influencing the plantation’s survival and growth. Electromagnetic induction (EMI) at different depths was used to investigate the possible impact of soil variability on the Leptospermum nitens plantations. Two EMI surveys were conducted at each site, at different times of the year, to account for soil moisture variability (relatively dry and wet conditions). A least-square inversion algorithm was used to determine true electrical conductivities at three different soil depths (0–0.5, 0.5–0.8, and 0.8–1.6 m) to produce quasi-3D maps of soil inverted electrical conductivity. Corresponding soil samples from each depth were used for the physico-chemical analysis of soil parameters and to develop laboratory-based electrical resistivity to soil volumetric moisture calibrations with R2 values between 0.95 and 0.99. Shrub survival and growth (canopy diameter) were estimated using unmanned aerial vehicle (UAV) images and machine learning. Comparing EMI soil mapping with UAV imagery results showed significantly greater shrub survival and growth (p < 0.001) in areas with higher ECa ranges of 12–24 mS m−1 at the variable textured site and 6–9 mS m−1 at the uniformly sandy site. Overall, the variable textured site, with an 82% survival rate, had a significantly higher shrub count and larger plants than the uniformly sandy site, with a 75% survival rate. A principal component analysis (PCA) identified inverted EC to be strongly correlated with soil moisture > pH > soil texture. Such soil mapping may be a robust and effective method for risk assessment of new shrub plantations. Leptospermum sp. with dihydroxyacetone in their nectar are a source of high-value medicinal honey production and can provide income from agriculturally marginal lands. The current study was from two newly planted Leptospermum nitens sites, one with duplex soil and the other in deep sandy soil, in the low rainfall areas of the south-west of Western Australia, with the aim of identifying key soil parameters influencing the plantation’s survival and growth. Electromagnetic induction (EMI) at different depths was used to investigate the possible impact of soil variability on the Leptospermum nitens plantations. Two EMI surveys were conducted at each site, at different times of the year, to account for soil moisture variability (relatively dry and wet conditions). A least-square inversion algorithm was used to determine true electrical conductivities at three different soil depths (0–0.5, 0.5–0.8, and 0.8–1.6 m) to produce quasi-3D maps of soil inverted electrical conductivity. Corresponding soil samples from each depth were used for the physico-chemical analysis of soil parameters and to develop laboratory-based electrical resistivity to soil volumetric moisture calibrations with R 2 values between 0.95 and 0.99. Shrub survival and growth (canopy diameter) were estimated using unmanned aerial vehicle (UAV) images and machine learning. Comparing EMI soil mapping with UAV imagery results showed significantly greater shrub survival and growth ( p < 0.001) in areas with higher ECa ranges of 12–24 mS m −1 at the variable textured site and 6–9 mS m −1 at the uniformly sandy site. Overall, the variable textured site, with an 82% survival rate, had a significantly higher shrub count and larger plants than the uniformly sandy site, with a 75% survival rate. A principal component analysis (PCA) identified inverted EC to be strongly correlated with soil moisture > pH > soil texture. Such soil mapping may be a robust and effective method for risk assessment of new shrub plantations. |
| Author | Shaukat, Hira Flower, Ken C. Leopold, Matthias |
| Author_xml | – sequence: 1 givenname: Hira surname: Shaukat fullname: Shaukat, Hira – sequence: 2 givenname: Ken C. surname: Flower fullname: Flower, Ken C. – sequence: 3 givenname: Matthias surname: Leopold fullname: Leopold, Matthias |
| BookMark | eNp1UU1LJDEQDeKCH-sP2Fv-wIzpZDqdPg7ix8AsHlTcW6hOKmOkJ2mSjOLZP263s4Is7KWqKHiv6r13Qg5DDEjIr4rNhVDtucPwkueccT5XStRCHJBjzls5k7L-c_htPiJnOT8zxirB60VVHZP3u-h7-huGwYcNfchTvezRlBS3sAlYvKGrYHem-BhoiXSZM-ZMyxPSu50v0PnelzcaHV1DsNTFRK9TfJ141jiUmAdM292WBl8wZOoDfcRcMAW63OWSoPfwk_xw0Gc8-9tPyf3V5f3FzWx9e726WK5nRtSLMmutqphyvDataMFw6Th3jRXMIoCVjaukUYY34CRyx6x0newagapDyZUUp2S1p7URnvWQ_BbSm47g9ecipo2GNOrtUdeuldBIy13NF51bdAIahUZ0fLyiwI5czZ7LpJhzQqfN6MXk0SjJ97piekpGfyajp2T0PpkRWf2D_Prk_5gPoRSYnA |
| CitedBy_id | crossref_primary_10_1016_j_still_2023_105953 crossref_primary_10_3390_land13070961 |
| Cites_doi | 10.1007/s11368-017-1909-8 10.1016/j.carres.2007.12.011 10.2307/41738808 10.3390/f12030327 10.1007/s11119-009-9156-7 10.1190/1.9781560802631.ch6 10.15302/J-FASE-2017143 10.1016/j.envsoft.2013.01.012 10.1080/01431161.2019.1569793 10.1002/mnfr.200700282 10.1016/j.scienta.2009.06.032 10.1139/juvs-2020-0005 10.1071/9780643069879 10.1071/bt9810747 10.1016/j.agee.2012.06.022 10.1080/01431161.2017.1297548 10.1007/s10021-008-9221-5 10.1086/337797 10.1016/j.geoderma.2014.01.027 10.1371/journal.pone.0163717 10.1016/B0-12-348530-4/00410-0 10.2113/JEEG18.1.1 10.1016/0038-0717(92)90046-Z 10.2136/vzj2009.0088 10.1021/acs.jafc.8b04363 10.1016/s0031-9422(98)00548-2 10.1016/j.jappgeo.2004.04.005 10.1371/journal.pone.0055898 10.1080/0028825X.2005.9512966 10.1016/j.biosystemseng.2003.09.001 10.7717/peerj.3446 10.1071/SR14330 10.21273/horttech.21.3.293 10.1080/01431160701736513 10.2307/2657108 10.3390/f5092230 10.2989/20702620.2016.1255417 10.1111/j.1365-2389.1965.tb01442.x 10.7751/telopea19894902 10.5194/soil-6-499-2020 10.1071/9781486304646 10.1080/01140671.2019.1657911 10.1007/s11119-009-9119-z 10.1016/j.jhydrol.2020.125810 10.1016/j.agwat.2021.107246 10.1071/BT9940555 10.4324/9780203071649 10.1371/journal.pone.0167780 10.1111/j.1467-8489.2008.00409.x 10.1016/S0926-9851(00)00038-0 10.1002/saj2.20008 10.1080/0028825X.2016.1247732 10.1190/1.3537834 10.1111/sum.12370 10.1071/9780643100732 10.1021/jf5045958 10.1007/978-3-319-24574-4_28 10.1080/0028825X.1965.10428708 10.1139/x00-048 10.5194/hess-25-1509-2021 10.1007/s11263-009-0275-4 10.1016/j.rse.2020.112197 10.2136/sssaj1988.03615995005200020011x 10.2136/sh2002.1.0009 10.1190/1.1442649 10.2136/sssaj2000.6431009x 10.1109/IGARSS.2017.8127090 10.1016/j.jappgeo.2013.10.005 10.1111/gcbb.12090 10.1016/j.scitotenv.2017.02.136 10.1046/j.1442-9993.1999.00969.x 10.1016/0378-3774(95)91232-V 10.1186/s13634-016-0383-6 10.2134/jeq2009.0036 10.1016/j.geoderma.2018.11.030 10.1016/j.agrformet.2011.06.014 10.1016/j.carres.2009.03.020 |
| ContentType | Journal Article |
| DBID | AAYXX CITATION DOA |
| DOI | 10.3389/fenvs.2022.883533 |
| DatabaseName | CrossRef DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | CrossRef |
| Database_xml | – sequence: 1 dbid: DOA name: WRHA-DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Environmental Sciences |
| EISSN | 2296-665X |
| ExternalDocumentID | oai_doaj_org_article_5f96a76d2f524bf4b3a78ec3b27f18ad 10_3389_fenvs_2022_883533 |
| GroupedDBID | 5VS 88I 8FE 8FH 9T4 AAFWJ AAYXX ABUWG ACGFS ADBBV AEUYN AFFHD AFKRA AFPKN ALMA_UNASSIGNED_HOLDINGS AZQEC BBNVY BCNDV BENPR BHPHI BPHCQ CCPQU CITATION DWQXO GNUQQ GROUPED_DOAJ HCIFZ KQ8 LK8 M2P M7P M~E OK1 PHGZM PHGZT PIMPY PQGLB PQQKQ PROAC ZBA |
| ID | FETCH-LOGICAL-c354t-9d8108f25c939ac26f22f7d30deaad67f16c8c27af6e2f0d6fb6b73e8be62863 |
| IEDL.DBID | DOA |
| ISICitedReferencesCount | 2 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000835100400001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2296-665X |
| IngestDate | Fri Oct 03 12:39:59 EDT 2025 Sat Nov 29 03:28:46 EST 2025 Tue Nov 18 22:02:32 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c354t-9d8108f25c939ac26f22f7d30deaad67f16c8c27af6e2f0d6fb6b73e8be62863 |
| OpenAccessLink | https://doaj.org/article/5f96a76d2f524bf4b3a78ec3b27f18ad |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_5f96a76d2f524bf4b3a78ec3b27f18ad crossref_citationtrail_10_3389_fenvs_2022_883533 crossref_primary_10_3389_fenvs_2022_883533 |
| PublicationCentury | 2000 |
| PublicationDate | 2022-07-19 |
| PublicationDateYYYYMMDD | 2022-07-19 |
| PublicationDate_xml | – month: 07 year: 2022 text: 2022-07-19 day: 19 |
| PublicationDecade | 2020 |
| PublicationTitle | Frontiers in environmental science |
| PublicationYear | 2022 |
| Publisher | Frontiers Media S.A |
| Publisher_xml | – name: Frontiers Media S.A |
| References | Porter (B70) 1999; 50 B22 Rayment (B74) 2011 Everingham (B32) 2010; 88 Mavric (B56) 2008; 52 Stephens (B86) 2005; 43 McKenzie (B58) 2004 Lu (B53) 2013; 8 B31 Bean (B9) 2004; 10 Harper (B41) 2017; 79 Mendham (B60) 2011; 151 Adams (B2) 2008; 343 Charron (B20) 2020; 8 Kaiser (B48) 1992; 24 Dodson (B29) 1995 Frischknecht (B34) 1988 Salter (B78) 1965; 16 Asner (B5) 2009; 12 Griffin (B37) 1994 Scudiero (B83) 2017 Leopold (B51) 2021; 593 Thrimawithana (B89) 2019; 47 Ma (B54) 2011; 12 Minasny (B61) 2005 Brevik (B15) 2002; 43 Pearson (B69) 2016; 2016 Villarreal (B94) 1990; 151 (B44) 2021 B52 Sasaki (B80) 2001; 46 Nicia (B65) 2018; 18 van Wesenbeeck (B93) 1988; 52 Pádua (B67) 2017; 38 Kellenberger (B49) 2017 Marden (B55) 2015 Arshad (B4) 2020; 84 Abdu (B1) 2017; 4 Bennett (B12) 1994; 42 Hahs (B39) 1999; 24 McKenzie (B57) 2002 Beets (B10) 2014; 5 Bittelli (B13) 2011; 21 Scott (B82) 2000; 30 Williams (B97) 2014; 62 Raparelli (B73) 2019; 40 Burrell (B16) 1965; 3 Moura (B64) 2018 Doolittle (B30) 2014 Simons (B85) 2021 Cassaniti (B19) 2009; 122 Hedley (B43) 2009; 10 Bennett (B11) 1995; 27 Triantafilis (B90) 2000; 64 D’Emden (B27) 2008; 52 (B6) 2002 Isbell (B45) 2016 Tsoar (B92) 2005 Ronneberger (B76) 2015 B71 B72 Wicaksono (B95) 2016; 11 Baltsavias (B7) 2008; 29 Farzamian (B33) 2021; 25 Santos (B79) 2010; 9 Lamb (B50) 2014 Hanssens (B40) 2019; 337 Nickless (B66) 2017; 55 Triantafilis (B91) 2013; 43 Corwin (B23) 2013; 18 McNeill (B59) 1980 Furby (B35) 2010; 39 Monteiro Santos (B62) 2004; 56 Carroll (B18) 2001; 88 Stirzaker (B87) 2002 Cokcetin (B21) 2016; 11 Monteiro Santos (B63) 2011; 76 Harper (B42) 2014; 6 Burrell (B17) 1981; 29 Roper (B77) 2015; 53 Adams (B3) 2009; 344 Williams (B96) 2018; 66 George (B36) 2012; 163 Paz (B68) 2020; 6 Iuss (B46) 2014 Shaukat (B84) 2022; 259 B14 Dixon (B28) 2021; 255 Hageer (B38) 2017; 5 James (B47) 2003; 86 Dainelli (B24) 2021; 12 Delefortrie (B26) 2014; 100 Bean (B8) 1992; 3 Thompson (B88) 1989; 3 Sasaki (B81) 1989; 54 Redmon (B75) 2016 Dakak (B25) 2017; 33 |
| References_xml | – volume: 18 start-page: 2770 year: 2018 ident: B65 article-title: The Impact of Restoration Processes on the Selected Soil Properties and Organic Matter Transformation of Mountain Fens under Caltho-Alnetum Community in the Babiogórski National Park in Outer Flysch Carpathians, Poland publication-title: J. Soils Sediments doi: 10.1007/s11368-017-1909-8 – volume: 343 start-page: 651 year: 2008 ident: B2 article-title: Isolation by HPLC and Characterisation of the Bioactive Fraction of New Zealand Manuka (Leptospermum scoparium) Honey publication-title: Carbohydr. Res. doi: 10.1016/j.carres.2007.12.011 – volume: 3 start-page: 643 year: 1992 ident: B8 article-title: The Genus Leptospermum Forst. Et. Forst. F. (Myrtaceae) in Northern Australia and Malesia publication-title: Austrobaileya doi: 10.2307/41738808 – volume: 12 start-page: 327 year: 2021 ident: B24 article-title: Recent Advances in Unmanned Aerial Vehicle Forest Remote Sensing-A Systematic Review. Part I: A General Framework publication-title: Forests doi: 10.3390/f12030327 – volume: 12 start-page: 55 year: 2011 ident: B54 article-title: Comparing Temperature Correction Models for Soil Electrical Conductivity Measurement publication-title: Precis. Agric. doi: 10.1007/s11119-009-9156-7 – start-page: 364 volume-title: Electromagnetic Methods in Applied Geophysics: year: 1988 ident: B34 article-title: 6. Electromagnetic Physical Scale Modeling doi: 10.1190/1.9781560802631.ch6 – volume: 4 start-page: 135 year: 2017 ident: B1 article-title: Electromagnetic Induction Mapping at Varied Soil Moisture Reveals Field-Scale Soil Textural Patterns and Gravel Lenses publication-title: Front. Agr. Sci. Eng. doi: 10.15302/J-FASE-2017143 – volume: 43 start-page: 88 year: 2013 ident: B91 article-title: An Inversion Approach to Generate Electromagnetic Conductivity Images from Signal Data publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2013.01.012 – volume: 40 start-page: 9070 year: 2019 ident: B73 article-title: A Bibliometric Analysis on the Use of Unmanned Aerial Vehicles in Agricultural and Forestry Studies publication-title: Int. J. Remote Sens. doi: 10.1080/01431161.2019.1569793 – volume: 52 start-page: 483 year: 2008 ident: B56 article-title: Identification and Quantification of Methylglyoxal as the Dominant Antibacterial Constituent of Manuka (Leptospermum scoparium)honeys from New Zealand publication-title: Mol. Nutr. Food Res. doi: 10.1002/mnfr.200700282 – volume: 122 start-page: 586 year: 2009 ident: B19 article-title: The Effects of Sodium Chloride on Ornamental Shrubs publication-title: Sci. Hortic. doi: 10.1016/j.scienta.2009.06.032 – volume: 8 start-page: 245 year: 2020 ident: B20 article-title: The DeLeaves: a UAV Device for Efficient Tree Canopy Sampling publication-title: J. Unmanned Veh. Sys. doi: 10.1139/juvs-2020-0005 – volume-title: Soil Physical Measurement and Interpretation for Land Evaluation year: 2002 ident: B57 doi: 10.1071/9780643069879 – volume: 29 start-page: 747 year: 1981 ident: B17 article-title: Invasion of Coastal Heaths of Victoria by Leptospermum Laevigatum (J. Gaertn.) F. Muell publication-title: Aust. J. Bot. doi: 10.1071/bt9810747 – volume-title: You Only Look once: Unified, Real-Time Object Detection year: 2016 ident: B75 – volume: 163 start-page: 28 year: 2012 ident: B36 article-title: A Sustainable Agricultural Landscape for Australia: A Review of Interlacing Carbon Sequestration, Biodiversity and Salinity Management in Agroforestry Systems publication-title: Agric. Ecosyst. Environ. doi: 10.1016/j.agee.2012.06.022 – volume: 38 start-page: 2349 year: 2017 ident: B67 article-title: UAS, Sensors, and Data Processing in Agroforestry: a Review towards Practical Applications publication-title: Int. J. Remote Sens. doi: 10.1080/01431161.2017.1297548 – volume: 12 start-page: 261 year: 2009 ident: B5 article-title: Environmental and Biotic Controls over Aboveground Biomass throughout a Tropical Rain Forest publication-title: Ecosystems doi: 10.1007/s10021-008-9221-5 – volume: 151 start-page: 5 year: 1990 ident: B94 article-title: Effects of Temperature and Water Stress on Some Floral Nectar Characteristics in Ipomopsis Longiflora (Polemoniaceae) under Controlled Conditions publication-title: Bot. Gaz. doi: 10.1086/337797 – start-page: 33 year: 2014 ident: B30 article-title: The Use of Electromagnetic Induction Techniques in Soils Studies publication-title: Geoderma doi: 10.1016/j.geoderma.2014.01.027 – volume: 11 start-page: e0163717 year: 2016 ident: B95 article-title: The Bacterial Signature of Leptospermum scoparium (Mānuka) Reveals Core and Accessory Communities with Bioactive Properties publication-title: PLoS One doi: 10.1371/journal.pone.0163717 – start-page: 462 volume-title: Encyclopedia of Soils in the Environment year: 2005 ident: B92 article-title: Sand Dunes doi: 10.1016/B0-12-348530-4/00410-0 – volume: 18 start-page: 1 year: 2013 ident: B23 article-title: Protocols and Guidelines for Field-Scale Measurement of Soil Salinity Distribution with ECa-Directed Soil Sampling publication-title: Jeeg doi: 10.2113/JEEG18.1.1 – volume: 24 start-page: 675 year: 1992 ident: B48 article-title: Evaluation of Methods to Estimate the Soil Microbial Biomass and the Relationship with Soil Texture and Organic Matter publication-title: Soil Biol. Biochem. doi: 10.1016/0038-0717(92)90046-Z – volume: 9 start-page: 117 year: 2010 ident: B79 article-title: Inversion of Multiconfiguration Electromagnetic (DUALEM-421) Profiling Data Using a One-Dimensional Laterally Constrained Algorithm publication-title: Vadose Zo. J. doi: 10.2136/vzj2009.0088 – volume: 66 start-page: 11133 year: 2018 ident: B96 article-title: Dihydroxyacetone Production in the Nectar of Australian Leptospermum Is Species Dependent publication-title: J. Agric. Food Chem. doi: 10.1021/acs.jafc.8b04363 – volume: 10 start-page: 831 year: 2004 ident: B9 article-title: Three New Species of Leptospermum (Myrtaceae) from Queensland and Northern New South Wales publication-title: Telopea – volume-title: Floristic Survey of Remnanat Vegetation in the Dandaragan Area, Western Australia year: 1994 ident: B37 – volume: 50 start-page: 407 year: 1999 ident: B70 article-title: Chemical, Physical and Antimicrobial Properties of Essential Oils of Leptospermum scoparium and Kunzea Ericoides publication-title: Phytochemistry doi: 10.1016/s0031-9422(98)00548-2 – volume: 56 start-page: 123 year: 2004 ident: B62 article-title: 1-D Laterally Constrained Inversion of EM34 Profiling Data publication-title: J. Appl. Geophys. doi: 10.1016/j.jappgeo.2004.04.005 – volume: 8 start-page: e55898 year: 2013 ident: B53 article-title: The Effect of New Zealand Kanuka, Manuka and Clover Honeys on Bacterial Growth Dynamics and Cellular Morphology Varies According to the Species publication-title: PLoS One doi: 10.1371/journal.pone.0055898 – volume: 43 start-page: 431 year: 2005 ident: B86 article-title: A Review ofLeptospermum scoparium(Myrtaceae) in New Zealand publication-title: N. Z. J. Bot. doi: 10.1080/0028825X.2005.9512966 – volume: 86 start-page: 421 year: 2003 ident: B47 article-title: Determination of Soil Type Boundaries Using Electromagnetic Induction Scanning Techniques publication-title: Biosyst. Eng. doi: 10.1016/j.biosystemseng.2003.09.001 – volume: 5 start-page: e3446 year: 2017 ident: B38 article-title: Climate, Soil or Both? Which Variables Are Better Predictors of the Distributions of Australian Shrub Species? publication-title: PeerJ doi: 10.7717/peerj.3446 – volume: 53 start-page: 786 year: 2015 ident: B77 article-title: Management Options for Water-Repellent Soils in Australian Dryland Agriculture publication-title: Soil Res. doi: 10.1071/SR14330 – volume: 21 start-page: 293 year: 2011 ident: B13 article-title: Measuring Soil Water Content: A Review publication-title: hortte doi: 10.21273/horttech.21.3.293 – volume: 29 start-page: 1243 year: 2008 ident: B7 article-title: High‐quality Image Matching and Automated Generation of 3D Tree Models publication-title: Int. J. Remote Sens. doi: 10.1080/01431160701736513 – volume: 88 start-page: 438 year: 2001 ident: B18 article-title: Drought Stress, Plant Water Status, and Floral Trait Expression in Fireweed, Epilobium Angustifolium (Onagraceae) publication-title: Am. J. Bot. doi: 10.2307/2657108 – volume: 5 start-page: 2230 year: 2014 ident: B10 article-title: The Inventory of Carbon Stocks in New Zealand's Post-1989 Natural Forest for Reporting under the Kyoto Protocol publication-title: Forests doi: 10.3390/f5092230 – volume-title: The Australian Soil Classification. Third. CSIRO Publishing year: 2021 ident: B44 – volume: 79 start-page: 185 year: 2017 ident: B41 article-title: The Development of Reforestation Options for Dryland Farmland in South-Western Australia: a Review publication-title: South. For. a J. For. Sci. doi: 10.2989/20702620.2016.1255417 – ident: B52 – volume: 16 start-page: 310 year: 1965 ident: B78 article-title: The Influence of Texture on the Moisture Characteristics of Soils publication-title: J. Soil Sci. doi: 10.1111/j.1365-2389.1965.tb01442.x – volume: 3 start-page: 301 year: 1989 ident: B88 article-title: A Revision of the Genus Leptospermum (Myrtaceae) publication-title: Telopea doi: 10.7751/telopea19894902 – ident: B71 – volume-title: A Review of Research on the Erosion Control Effectiveness of Naturally Reverting Mānuka ( year: 2015 ident: B55 – volume: 6 start-page: 499 year: 2020 ident: B68 article-title: Assessing Soil Salinity Dynamics Using Time-Lapse Electromagnetic Conductivity Imaging publication-title: SOIL doi: 10.5194/soil-6-499-2020 – volume-title: The Australian Soil Classification year: 2016 ident: B45 doi: 10.1071/9781486304646 – year: 2018 ident: B64 article-title: Analysis of Frequency-Dependence of Soil Resisitivity: Emphasis at Low Frequencies – volume: 47 start-page: 233 year: 2019 ident: B89 article-title: A Whole Genome Assembly of Leptospermum scoparium (Myrtaceae) for Mānuka Research publication-title: N. Z. J. Crop Hortic. Sci. doi: 10.1080/01140671.2019.1657911 – volume: 10 start-page: 342 year: 2009 ident: B43 article-title: Soil Water Status Mapping and Two Variable-Rate Irrigation Scenarios publication-title: Precis. Agric. doi: 10.1007/s11119-009-9119-z – volume: 593 start-page: 125810 year: 2021 ident: B51 article-title: Time Lapse Electric Resistivity Tomography to Portray Infiltration and Hydrologic Flow Paths from Surface to Cave publication-title: J. Hydrology doi: 10.1016/j.jhydrol.2020.125810 – volume: 259 start-page: 107246 year: 2022 ident: B84 article-title: Quasi-3D Mapping of Soil Moisture in Agricultural Fields Using Electrical Conductivity Sensing publication-title: Agric. Water Manag. doi: 10.1016/j.agwat.2021.107246 – volume-title: Trees, Water and Salt: An Australian Guide to Using Trees for Healthy Catchments and Productive Farms year: 2002 ident: B87 – volume: 42 start-page: 555 year: 1994 ident: B12 article-title: The Expansion of Leptospermum Laevigatum on the Yanakie Isthmus, Wilson's Promontory, under Changes in the Burning and Grazing Regimes publication-title: Aust. J. Bot. doi: 10.1071/BT9940555 – volume-title: Large-Scale Forest Restoration year: 2014 ident: B50 doi: 10.4324/9780203071649 – volume: 11 start-page: e0167780 year: 2016 ident: B21 article-title: The Antibacterial Activity of Australian Leptospermum Honey Correlates with Methylglyoxal Levels publication-title: PLoS One doi: 10.1371/journal.pone.0167780 – volume: 52 start-page: 169 year: 2008 ident: B27 article-title: Factors Influencing Adoption of Conservation Tillage in Australian Cropping Regions publication-title: Aust. J. Agric. Res. Econ. doi: 10.1111/j.1467-8489.2008.00409.x – volume-title: Soil Chemical Methods: Australasia year: 2011 ident: B74 – volume: 46 start-page: 45 year: 2001 ident: B80 article-title: Full 3-D Inversion of Electromagnetic Data on PC publication-title: J. Appl. Geophys. doi: 10.1016/S0926-9851(00)00038-0 – volume: 84 start-page: 314 year: 2020 ident: B4 article-title: Field‐scale Digital Soil Mapping of Clay: Combining Different Proximal Sensed Data and Comparing Various Statistical Models publication-title: Soil Sci. Soc. Am. J. doi: 10.1002/saj2.20008 – volume-title: World Soil Resources Reports No. 106 year: 2014 ident: B46 article-title: World Reference Base for Soil Resources 2014, Update 2015 International Soil Classification System for Naming Soils and Creating Legends for Soil Maps – volume: 55 start-page: 100 year: 2017 ident: B66 article-title: Soil Influences on Plant Growth, Floral Density and Nectar Yield in Three Cultivars of Mānuka (Leptospermum scoparium) publication-title: N. Z. J. Bot. doi: 10.1080/0028825X.2016.1247732 – volume: 76 start-page: B43 year: 2011 ident: B63 article-title: A Spatially Constrained 1D Inversion Algorithm for quasi-3D Conductivity Imaging: Application to DUALEM-421 Data Collected in a Riverine Plain publication-title: Geophysics doi: 10.1190/1.3537834 – volume: 33 start-page: 553 year: 2017 ident: B25 article-title: Mapping Soil Salinity in 3-dimensions Using an EM38 and EM4Soil Inversion Modelling at the Reconnaissance Scale in Central Morocco publication-title: Soil Use Manage doi: 10.1111/sum.12370 – volume-title: Australian Soils and Landscapes: An Illustrated Compendium year: 2004 ident: B58 doi: 10.1071/9780643100732 – volume: 62 start-page: 10332 year: 2014 ident: B97 article-title: Regional, Annual, and Individual Variations in the Dihydroxyacetone Content of the Nectar of Ma̅nuka (Leptospermum scoparium) in New Zealand publication-title: J. Agric. Food Chem. doi: 10.1021/jf5045958 – start-page: 234 volume-title: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 year: 2015 ident: B76 article-title: U-net: Convolutional Networks for Biomedical Image Segmentation doi: 10.1007/978-3-319-24574-4_28 – volume: 3 start-page: 3 year: 1965 ident: B16 article-title: Ecology ofLeptospermumin Otago publication-title: N. Z. J. Bot. doi: 10.1080/0028825X.1965.10428708 – ident: B31 – volume-title: Electromagnetic Terrain Conductivity Measurement at Low Induction Numbers year: 1980 ident: B59 – volume: 30 start-page: 1246 year: 2000 ident: B82 article-title: Carbon and Nitrogen Distribution and Accumulation in a New Zealand Scrubland Ecosystem publication-title: Can. J. For. Res. doi: 10.1139/x00-048 – volume: 25 start-page: 1509 year: 2021 ident: B33 article-title: Assessing the Dynamics of Soil Salinity with Time-Lapse Inversion of Electromagnetic Data Guided by Hydrological Modelling publication-title: Hydrol. Earth Syst. Sci. doi: 10.5194/hess-25-1509-2021 – volume: 88 start-page: 303 year: 2010 ident: B32 article-title: The Pascal Visual Object Classes (VOC) Challenge publication-title: Int. J. Comput. Vis. doi: 10.1007/s11263-009-0275-4 – volume: 255 start-page: 112197 year: 2021 ident: B28 article-title: Satellite Prediction of Forest Flowering Phenology publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2020.112197 – volume: 52 start-page: 363 year: 1988 ident: B93 article-title: Spatial and Temporal Distribution of Soil Water in the Tilled Layer under a Corn Crop publication-title: Soil Sci. Soc. Am. J. doi: 10.2136/sssaj1988.03615995005200020011x – volume: 43 start-page: 9 year: 2002 ident: B15 article-title: Influence of Soil Water Content, Clay, Temperature, and Carbonate Minerals on Electrical Conductivity Readings Taken with an EM-38 publication-title: Soil Surv. Horizons doi: 10.2136/sh2002.1.0009 – volume: 54 start-page: 254 year: 1989 ident: B81 article-title: Two‐dimensional Joint Inversion of Magnetotelluric and Dipole‐dipole Resistivity Data publication-title: Geophysics doi: 10.1190/1.1442649 – volume: 64 start-page: 1009 year: 2000 ident: B90 article-title: Calibrating an Electromagnetic Induction Instrument to Measure Salinity in Soil under Irrigated Cotton publication-title: Soil Sci. Soc. Am. J. doi: 10.2136/sssaj2000.6431009x – start-page: 866 volume-title: 2017 IEEE International Geoscience and Remote Sensing Symposium year: 2017 ident: B49 article-title: Fast Animal Detection in UAV Images Using Convolutional Neural Networks doi: 10.1109/IGARSS.2017.8127090 – volume: 100 start-page: 14 year: 2014 ident: B26 article-title: Frequency Domain Electromagnetic Induction Survey in the Intertidal Zone: Limitations of Low-Induction-Number and Depth of Exploration publication-title: J. Appl. Geophys. doi: 10.1016/j.jappgeo.2013.10.005 – volume: 6 start-page: 544 year: 2014 ident: B42 article-title: Managing Water in Agricultural Landscapes with Short-Rotation Biomass Plantations publication-title: GCB Bioenergy doi: 10.1111/gcbb.12090 – ident: B72 – ident: B14 – start-page: 273 year: 2017 ident: B83 article-title: Simplifying Field-Scale Assessment of Spatiotemporal Changes of Soil Salinity publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2017.02.136 – year: 2021 ident: B85 article-title: Measuring Soil Salinity publication-title: Dep. Prim. Ind. Reg. Dev. – volume: 24 start-page: 249 year: 1999 ident: B39 article-title: Plant Communities, Species Richness and Their Environmental Correlates in the Sandy Heaths of Little Desert National Park, Victoria publication-title: Aust. J. Ecol. doi: 10.1046/j.1442-9993.1999.00969.x – volume: 27 start-page: 69 year: 1995 ident: B11 article-title: Using the EM38 to Measure the Effect of Soil Salinity on Eucalyptus Globulus in South-Western Australia publication-title: Agric. Water Manag. doi: 10.1016/0378-3774(95)91232-V – volume: 2016 start-page: 1 year: 2016 ident: B69 article-title: Generalized Hampel Filters publication-title: EURASIP J. Adv. Signal Process. doi: 10.1186/s13634-016-0383-6 – volume: 39 start-page: 16 year: 2010 ident: B35 article-title: Salinity Monitoring in Western Australia Using Remotely Sensed and Other Spatial Data publication-title: J. Environ. Qual. doi: 10.2134/jeq2009.0036 – volume-title: Salinity on Australian Farms 2002, Bulletin 4615 year: 2002 ident: B6 – start-page: 21 volume-title: Ecology and Biogeography of Mediterranean Ecosystems in Chile, California, and AustraliaEcological Studies (Analysis and Synthesis) year: 1995 ident: B29 article-title: Evolution and History of Mediterranean Vegetation Types in Australia – ident: B22 – volume: 337 start-page: 1155 year: 2019 ident: B40 article-title: Improving the Reliability of Soil EC-Mapping: Robust Apparent Electrical Conductivity (rECa) Estimation in Ground-Based Frequency Domain Electromagnetics publication-title: Geoderma doi: 10.1016/j.geoderma.2018.11.030 – volume-title: VESPER Version 1.62 year: 2005 ident: B61 – volume: 151 start-page: 1568 year: 2011 ident: B60 article-title: Soil Water Depletion and Replenishment during First- and Early Second-Rotation Eucalyptus Globulus Plantations with Deep Soil Profiles publication-title: Agric. For. Meteorology doi: 10.1016/j.agrformet.2011.06.014 – volume: 344 start-page: 1050 year: 2009 ident: B3 article-title: The Origin of Methylglyoxal in New Zealand Manuka (Leptospermum scoparium) Honey publication-title: Carbohydr. Res. doi: 10.1016/j.carres.2009.03.020 |
| SSID | ssj0001325411 |
| Score | 2.2031238 |
| Snippet | Leptospermum
sp. with dihydroxyacetone in their nectar are a source of high-value medicinal honey production and can provide income from agriculturally... Leptospermum sp. with dihydroxyacetone in their nectar are a source of high-value medicinal honey production and can provide income from agriculturally... |
| SourceID | doaj crossref |
| SourceType | Open Website Enrichment Source Index Database |
| SubjectTerms | electrical resistivity tomography (ERT) electromagnetic induction (EMI) inversion Leptospermum UAV volumetric soil moisture |
| Title | Soil Mapping Using Electromagnetic Induction to Assess the Suitability of Land for Growing Leptospermum nitens in Western Australia |
| URI | https://doaj.org/article/5f96a76d2f524bf4b3a78ec3b27f18ad |
| Volume | 10 |
| WOSCitedRecordID | wos000835100400001&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: PRVAON databaseName: WRHA-DOAJ Directory of Open Access Journals customDbUrl: eissn: 2296-665X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001325411 issn: 2296-665X databaseCode: DOA dateStart: 20130101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2296-665X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001325411 issn: 2296-665X databaseCode: M~E dateStart: 20130101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Biological Science Database customDbUrl: eissn: 2296-665X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001325411 issn: 2296-665X databaseCode: M7P dateStart: 20131025 isFulltext: true titleUrlDefault: http://search.proquest.com/biologicalscijournals providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2296-665X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001325411 issn: 2296-665X databaseCode: BENPR dateStart: 20131025 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: Publicly Available Content Database customDbUrl: eissn: 2296-665X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001325411 issn: 2296-665X databaseCode: PIMPY dateStart: 20131025 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest – providerCode: PRVPQU databaseName: Science Database (subscription) customDbUrl: eissn: 2296-665X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001325411 issn: 2296-665X databaseCode: M2P dateStart: 20131025 isFulltext: true titleUrlDefault: https://search.proquest.com/sciencejournals providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LT9wwELYQcOilKqWo9IHm0BNSRGxv_DiWaoHDdoUKotwiP9FKbBaxWaSe-8frsdPtcmkvvSaOZXkm8Tczme8j5JPGWEcGXnmKEmbchCrhZiwXam2dCJ5lMp2biZxO1e2tvtyQ-sJ_wgo9cNm4kyZqYaTwLDZsZOPIciNVcNwyGakyHr--tdQbwVTOrvAU-FBaypgpCtMnMXRPSM_NWPIN3nD-7CDa4OvPB8vZK_JyQITwuaxkj2yF7jU5GP9pQEs3hzdwuU9-Xi1m9_DVIK3CHeSCP4yLlM3c3HXYkggox5HbFaBfQKnqQsJ5cLWa9YWW-wcsIkxM5yFhVjhPoTjOMwkPfWYOn6_mgFi0W8Ksg--FTAHWaZE35PpsfP3lohqEFCrHm1Ffaa9orSJrnObaOCYiY1F6XvtgjBdpI4VTjkkTRWCx9iJaYSUPygbsXOUHZLtbdOEtgZDwk1BKUyvMKOhgqKReGysyduDNIal_b2rrBpJx1Lq4b1OwgXZosx1atENb7HBIjtePPBSGjb8NPkVLrQciOXa-kFymHVym_ZfLvPsfk7wnL3BdmOal-gPZ7h9X4SPZdU_9bPl4RHZOx9PLb0fZK38BrZjp5g |
| linkProvider | Directory of Open Access Journals |
| 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=Soil+Mapping+Using+Electromagnetic+Induction+to+Assess+the+Suitability+of+Land+for+Growing+Leptospermum+nitens+in+Western+Australia&rft.jtitle=Frontiers+in+environmental+science&rft.au=Hira+Shaukat&rft.au=Ken+C.+Flower&rft.au=Ken+C.+Flower&rft.au=Matthias+Leopold&rft.date=2022-07-19&rft.pub=Frontiers+Media+S.A&rft.eissn=2296-665X&rft.volume=10&rft_id=info:doi/10.3389%2Ffenvs.2022.883533&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_5f96a76d2f524bf4b3a78ec3b27f18ad |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2296-665X&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2296-665X&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2296-665X&client=summon |