Development of GIS-based Python scripts to calculate a water surface profile on a landscape for wetlands decision-making

Wetlands provide many benefits for humans and the natural environment, but land-use changes have reduced their number and areal extent. Interest has grown in examining the landscape to determine those locations where, with minimal effort, it might be possible to develop a mitigation wetland – a loca...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Journal of hydroinformatics Ročník 22; číslo 3; s. 628 - 640
Hlavní autoři: Wang, Zhentao, Trauth, Kathleen M.
Médium: Journal Article
Jazyk:angličtina
Vydáno: London IWA Publishing 01.05.2020
Témata:
Armed forces
Computational fluid dynamics
Decision making
Digital Elevation Models
Energy
Evapotranspiration
Flow profiles
Fluid flow
Geographic information systems
Geographical information systems
Hydraulics
Hydrology
Ice
Information systems
Land use
Landscape
Methodology
Methods
Mitigation
Moisture content
Natural environment
Open channels
Parameter modification
Profiles
Programming languages
Python
Remote sensing
Reptiles & amphibians
Scripts
Water balance
Water surface profiles
Wetlands
United States > US
ISSN:1464-7141, 1465-1734
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract Wetlands provide many benefits for humans and the natural environment, but land-use changes have reduced their number and areal extent. Interest has grown in examining the landscape to determine those locations where, with minimal effort, it might be possible to develop a mitigation wetland – a location with sufficient water over a sufficient period of time to develop and maintain wetland functioning. This paper proposes a methodology to support the examination of the landscape for mitigation purposes through the application of open channel hydraulics principles to flow over a landscape. The methodology is part of a larger research effort ultimately combining hydrology and hydraulics, along with the landscape processes of infiltration and evapotranspiration, to perform a water balance assessment. Specifically, the methodology is implemented through readily available geographic information system tools along with Python scripts written for this study. The Python scripts automatically extract landscape characteristics from a digital elevation model and calculate hydraulic parameters that are used to determine water surface profiles using the Modified Euler's method. Multiple tests show that the script accurately produces profiles of flow between depressions over a landscape. Such determinations are the first step in understanding where water might exist on the surface to support mitigation wetland functions.
AbstractList Wetlands provide many benefits for humans and the natural environment, but land-use changes have reduced their number and areal extent. Interest has grown in examining the landscape to determine those locations where, with minimal effort, it might be possible to develop a mitigation wetland – a location with sufficient water over a sufficient period of time to develop and maintain wetland functioning. This paper proposes a methodology to support the examination of the landscape for mitigation purposes through the application of open channel hydraulics principles to flow over a landscape. The methodology is part of a larger research effort ultimately combining hydrology and hydraulics, along with the landscape processes of infiltration and evapotranspiration, to perform a water balance assessment. Specifically, the methodology is implemented through readily available geographic information system tools along with Python scripts written for this study. The Python scripts automatically extract landscape characteristics from a digital elevation model and calculate hydraulic parameters that are used to determine water surface profiles using the Modified Euler's method. Multiple tests show that the script accurately produces profiles of flow between depressions over a landscape. Such determinations are the first step in understanding where water might exist on the surface to support mitigation wetland functions.
Author Wang, Zhentao
Trauth, Kathleen M.
Author_xml – sequence: 1
  givenname: Zhentao
  surname: Wang
  fullname: Wang, Zhentao
  organization: Department of Civil and Environmental Engineering, University of Missouri, E2509 Lafferre Hall, Columbia, MO 65211, USA
– sequence: 2
  givenname: Kathleen M.
  surname: Trauth
  fullname: Trauth, Kathleen M.
  organization: Department of Civil and Environmental Engineering, University of Missouri, E2509 Lafferre Hall, Columbia, MO 65211, USA
BookMark eNp1kEtLxDAUhYMoOI5uXQdcd0zaJmmX4mMUBAV1XW7TG83YaWqSqvPvjaMrwdV9cM59fAdkd3ADEnLM2SLnUp6-bDrvFjnL2YJLtUNmvJQi46ood7d5mSle8n1yEMKKsZwXFZ-Rzwt8x96NaxwidYYubx6yFgJ29H4TX9xAg_Z2jIFGRzX0euohIgX6kYKnYfIGNNLRO2N7pEkPtIehCxpGpMZ5-oFx26AdahusG7I1vNrh-ZDsGegDHv3GOXm6unw8v85u75Y352e3mS6Yihm0FevAVBXTAkRtQEjNVFcwaVibylaIroUShWlLbmqFSSN1q3gtJKpaF3Ny8jM33fg2YYjNyk1-SCubvGRVLZSsq6Ra_Ki0dyF4NM3o7Rr8puGs-abbbOk233SbRDcZyj8GbSPE9F_0YPv_bF-W7YRG
CitedBy_id crossref_primary_10_1016_j_envsoft_2022_105406
Cites_doi 10.1016/j.envsoft.2013.12.004
10.1002/hyp.3360050106
10.1029/96WR03137
10.1111/j.1523-1739.2006.00443.x
10.1016/S1146-609X(02)01152-9
10.1046/j.1523-1739.2000.99161.x
10.1890/08-0101.1
10.1007/s13157-012-0279-7
ContentType Journal Article
Copyright Copyright IWA Publishing May 2020
Copyright_xml – notice: Copyright IWA Publishing May 2020
DBID AAYXX
CITATION
7QH
7UA
AEUYN
AFKRA
ATCPS
AZQEC
BENPR
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F1W
GNUQQ
H96
HCIFZ
L.G
PATMY
PCBAR
PHGZM
PHGZT
PKEHL
PQEST
PQQKQ
PQUKI
PYCSY
DOI 10.2166/hydro.2020.167
DatabaseName CrossRef
Aqualine
Water Resources Abstracts
ProQuest One Sustainability
ProQuest Central UK/Ireland
Agricultural & Environmental Science Collection
ProQuest Central Essentials
AUTh Library subscriptions: ProQuest Central
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One Community College
ProQuest Central Korea
ASFA: Aquatic Sciences and Fisheries Abstracts
ProQuest Central Student
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
SciTech Premium Collection
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Environmental Science Database
Earth, Atmospheric & Aquatic Science Database
ProQuest Central Premium
ProQuest One Academic
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
Download PDF from ProQuest Environmental Science
DatabaseTitle CrossRef
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
SciTech Premium Collection
ProQuest One Community College
Water Resources Abstracts
Environmental Sciences and Pollution Management
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
ProQuest One Sustainability
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
ProQuest Central (New)
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
Aqualine
Environmental Science Collection
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Environmental Science Database
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList Aquatic Science & Fisheries Abstracts (ASFA) Professional
CrossRef
Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Geography
EISSN 1465-1734
EndPage 640
ExternalDocumentID 10_2166_hydro_2020_167
GeographicLocations United States--US
GeographicLocations_xml – name: United States--US
GroupedDBID 0R~
4.4
5GY
7XC
8CJ
8FE
8FH
AAJMC
AAJVE
AAYXX
ABFYC
ABLGR
ACGFO
AECGI
AENEX
AEUYN
AFFHD
AFKRA
AFRAH
AJXRC
ALMA_UNASSIGNED_HOLDINGS
ATCPS
BENPR
BHPHI
BKSAR
CCPQU
CITATION
CS3
D1J
DU5
EBS
GEUZO
GROUPED_DOAJ
H13
HCIFZ
HFPTO
HZ~
L7B
O9-
OK1
P2P
PATMY
PCBAR
PHGZM
PHGZT
PYCSY
R0Z
RHI
~02
7QH
7UA
AZQEC
C1K
DWQXO
F1W
GNUQQ
H96
L.G
PKEHL
PQEST
PQQKQ
PQUKI
ID FETCH-LOGICAL-c307t-ab80daf880c5a59fa56c07d306f0b9fab55dba4e5fb41f97e59f6cb71956e79c3
IEDL.DBID BENPR
ISICitedReferencesCount 2
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000537106700012&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1464-7141
IngestDate Mon Jun 30 13:12:24 EDT 2025
Sat Nov 29 06:21:41 EST 2025
Tue Nov 18 21:31:48 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c307t-ab80daf880c5a59fa56c07d306f0b9fab55dba4e5fb41f97e59f6cb71956e79c3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://iwaponline.com/jh/article-pdf/22/3/628/693135/jh0220628.pdf
PQID 2408957698
PQPubID 2044529
PageCount 13
ParticipantIDs proquest_journals_2408957698
crossref_primary_10_2166_hydro_2020_167
crossref_citationtrail_10_2166_hydro_2020_167
PublicationCentury 2000
PublicationDate 2020-05-01
20200501
PublicationDateYYYYMMDD 2020-05-01
PublicationDate_xml – month: 05
  year: 2020
  text: 2020-05-01
  day: 01
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
PublicationTitle Journal of hydroinformatics
PublicationYear 2020
Publisher IWA Publishing
Publisher_xml – name: IWA Publishing
References (2021040900061741900_HYDRO-D-19-00167C16) 2010
(2021040900061741900_HYDRO-D-19-00167C6) 1911; 4
(2021040900061741900_HYDRO-D-19-00167C8) 2012; 32
(2021040900061741900_HYDRO-D-19-00167C3) 1959
(2021040900061741900_HYDRO-D-19-00167C1) 2002; 23
(2021040900061741900_HYDRO-D-19-00167C7) 1988; 54
(2021040900061741900_HYDRO-D-19-00167C13) 1991; 5
(2021040900061741900_HYDRO-D-19-00167C12) 2011; 404
(2021040900061741900_HYDRO-D-19-00167C9) 2002
(2021040900061741900_HYDRO-D-19-00167C14) 2009; 19
U.S. Army Corps of Engineers (2021040900061741900_HYDRO-D-19-00167C18) 2011
(2021040900061741900_HYDRO-D-19-00167C10) 1891; 20
(2021040900061741900_HYDRO-D-19-00167C5) 2014; 53
Missouri Spatial Data Information Service (2021040900061741900_HYDRO-D-19-00167C11) 2019
(2021040900061741900_HYDRO-D-19-00167C2) 1995
(2021040900061741900_HYDRO-D-19-00167C17) 1997; 33
U.S. Army Corps of Engineers (2021040900061741900_HYDRO-D-19-00167C19) 2013
U.S. Geological Survey (2021040900061741900_HYDRO-D-19-00167C20) 2019
(2021040900061741900_HYDRO-D-19-00167C15) 2000; 14
(2021040900061741900_HYDRO-D-19-00167C4) 2006; 20
References_xml – volume: 53
  start-page: 190
  year: 2014
  ident: 2021040900061741900_HYDRO-D-19-00167C5
  article-title: Hydrologic connectivity between geographically isolated wetlands and surface water systems: a review of select modeling methods
  publication-title: Environmental Modelling & Software
  doi: 10.1016/j.envsoft.2013.12.004
– volume-title: Open Channel Hydraulics
  year: 1959
  ident: 2021040900061741900_HYDRO-D-19-00167C3
– volume: 5
  start-page: 59
  issue: 1
  year: 1991
  ident: 2021040900061741900_HYDRO-D-19-00167C13
  article-title: The prediction of hillslope flow paths for distributed hydrological modelling using digital terrain models
  publication-title: Hydrological Processes
  doi: 10.1002/hyp.3360050106
– volume-title: Arc Hydro: GIS for Water Resources
  year: 2002
  ident: 2021040900061741900_HYDRO-D-19-00167C9
– volume: 33
  start-page: 309
  issue: 2
  year: 1997
  ident: 2021040900061741900_HYDRO-D-19-00167C17
  article-title: A new method for the determination of flow directions and upslope areas in grid digital elevation models
  publication-title: Water Resources Research
  doi: 10.1029/96WR03137
– year: 2019
  ident: 2021040900061741900_HYDRO-D-19-00167C11
– volume-title: Open Channel Hydraulics
  year: 2010
  ident: 2021040900061741900_HYDRO-D-19-00167C16
– year: 2019
  ident: 2021040900061741900_HYDRO-D-19-00167C20
– volume: 4
  start-page: 11
  year: 1911
  ident: 2021040900061741900_HYDRO-D-19-00167C6
  article-title: Studies on soil physics, 1. The flow of air and water through soils
  publication-title: Journal of Agricultural Science
– volume-title: HEC-GeoHMS: Geospatial Hydrologic Modeling Extension, User's Manual, Version 10.1
  year: 2013
  ident: 2021040900061741900_HYDRO-D-19-00167C19
– volume-title: HEC-RAS River Analysis System. Hydraulic Reference Manual. Version 1.0
  year: 1995
  ident: 2021040900061741900_HYDRO-D-19-00167C2
– volume: 54
  start-page: 1593
  issue: 11
  year: 1988
  ident: 2021040900061741900_HYDRO-D-19-00167C7
  article-title: Extracting topographic structure from digital elevation data for geographic information system analysis
  publication-title: Photogrammetric Engineering and Remote Sensing
– volume-title: HEC-GeoRAS: GIS Tools for Support of HEC-RAS Using ArcGIS, User's Manual, Version 4.3.93
  year: 2011
  ident: 2021040900061741900_HYDRO-D-19-00167C18
– volume: 20
  start-page: 1457
  issue: 5
  year: 2006
  ident: 2021040900061741900_HYDRO-D-19-00167C4
  article-title: Remarkable amphibian biomass and abundance in an isolated wetland: implications for wetland conservation
  publication-title: Conservation Biology
  doi: 10.1111/j.1523-1739.2006.00443.x
– volume: 23
  start-page: 213
  issue: 3
  year: 2002
  ident: 2021040900061741900_HYDRO-D-19-00167C1
  article-title: Biotic wetland connectivity – supporting a new approach for wetland policy
  publication-title: Acta Oecologica
  doi: 10.1016/S1146-609X(02)01152-9
– volume: 14
  start-page: 414
  issue: 2
  year: 2000
  ident: 2021040900061741900_HYDRO-D-19-00167C15
  article-title: Relationships among isolated wetland size, hydroperiod, and amphibian species richness: implications for wetland regulations
  publication-title: Conservation Biology
  doi: 10.1046/j.1523-1739.2000.99161.x
– volume: 20
  start-page: 161
  year: 1891
  ident: 2021040900061741900_HYDRO-D-19-00167C10
  article-title: On the flow of water in open channels and pipes
  publication-title: Transactions of the Institution of Civil Engineers of Ireland
– volume: 19
  start-page: 1288
  issue: 5
  year: 2009
  ident: 2021040900061741900_HYDRO-D-19-00167C14
  article-title: Temporal and spatial variation in landscape connectivity for a freshwater turtle in a temporally dynamic wetland system
  publication-title: Ecological Applications
  doi: 10.1890/08-0101.1
– volume: 32
  start-page: 461
  issue: 3
  year: 2012
  ident: 2021040900061741900_HYDRO-D-19-00167C8
  article-title: Enhanced detection of wetland-stream connectivity using LiDAR
  publication-title: Wetlands
  doi: 10.1007/s13157-012-0279-7
– volume: 404
  start-page: 13
  issue: 1–2
  year: 2011
  ident: 2021040900061741900_HYDRO-D-19-00167C12
  article-title: Height above the nearest drainage – a hydrologically relevant new terrain model
  publication-title: Journal of Hydrology
SSID ssj0021381
Score 2.2079506
Snippet Wetlands provide many benefits for humans and the natural environment, but land-use changes have reduced their number and areal extent. Interest has grown in...
SourceID proquest
crossref
SourceType Aggregation Database
Enrichment Source
Index Database
StartPage 628
SubjectTerms Armed forces
Computational fluid dynamics
Decision making
Digital Elevation Models
Energy
Evapotranspiration
Flow profiles
Fluid flow
Geographic information systems
Geographical information systems
Hydraulics
Hydrology
Ice
Information systems
Land use
Landscape
Methodology
Methods
Mitigation
Moisture content
Natural environment
Open channels
Parameter modification
Profiles
Programming languages
Python
Remote sensing
Reptiles & amphibians
Scripts
Water balance
Water surface profiles
Wetlands
Title Development of GIS-based Python scripts to calculate a water surface profile on a landscape for wetlands decision-making
URI https://www.proquest.com/docview/2408957698
Volume 22
WOSCitedRecordID wos000537106700012&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: PRVPQU
  databaseName: Environmental Science Database (subscripiton)
  customDbUrl:
  eissn: 1465-1734
  dateEnd: 20241208
  omitProxy: false
  ssIdentifier: ssj0021381
  issn: 1464-7141
  databaseCode: PATMY
  dateStart: 19990701
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/environmentalscience
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 1465-1734
  dateEnd: 20241208
  omitProxy: false
  ssIdentifier: ssj0021381
  issn: 1464-7141
  databaseCode: BENPR
  dateStart: 19990701
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Earth, Atmospheric & Aquatic Science Database (NC LIVE)
  customDbUrl:
  eissn: 1465-1734
  dateEnd: 20241208
  omitProxy: false
  ssIdentifier: ssj0021381
  issn: 1464-7141
  databaseCode: PCBAR
  dateStart: 19990701
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/eaasdb
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3LbtQwFLVgikQ3vFFbSnUXSKys5mk7q6qgFrroaFSKVFaRn2olmClJ-pi_517HU8oCNqysJFdWpGMfv67PYexd0VgrpPfceSF4ZazlJis0z3WhlSqddtJFswk5naqzs2aWNtz6lFa54sRI1G5haY98l6S4GpwcN2rv8icn1yg6XU0WGg_ZGimVVRO29uFgOju5W3LlZbQpRTqgrMMqH2Ubi1yI3fOl6-j2X4G0EV3m7w1Lf7JyHGoOn_7vTz5jT9IkE_bHVvGcPfDzF-xx8js_X75kt_dyhWAR4NPRF07jmYPZksQEYCSTHoYFIIiUqzp40HCDRQf9VRe09ZD8vgHjNcQ7w5RNBTgNhhs_xBfgkocP_xFtr16xr4cHpx8_8-TBwC32_oFrozKnA_ZyW-u6CboWNpMOFxohM_ho6toZXfk6mCoPjfQYI6yRdA3Ry8aWr9lkvpj7DQayykrkR6EsxtogFNYna6NIACuUWm0yvoKgtUmgnHwyvre4UCHI2ghZS5C1CNkme38XfzlKc_w1cnsFV5u6aN_-xmrr35_fsHWqaMxy3GaTobvyb9kjez1c9N1OanFYzvZPj7_9AoX25TI
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LTxRBEK7gYoIX8UVEQfvg49Rhnt09Bw8ERDbAZhPXBE9jP4OJ7MLM4Lp_yt9odU8v4kFvHDxNZqbSh-4v9Zj5qj6AV1mlNePWUmMZo4XSmqokkzSVmRQiN9JwE8Qm-GgkTk-r8Qr8XPbCeFrl0icGR21m2n8j3_GjuCpMjisRGZRHdjHH-qx9N9zHw3ydZQfvJ3uHNEoIUI3g7ahUIjHSIUh1KcvKyZLphBvMk12i8FaVpVGysKVTReoqbtGGacV9F53llc5x3TcXl9SrVPm_uVGy4w6sClaxbACr493JyefrEi_Ngywquh_PcizSfkxkljK2c7Ywje82zNBNBVX7G2HwzygQQtvB-v-2KQ_gfkyiyW6P-oewYqePYC3quZ8tHsOPG1woMnPkw_Aj9fHakPHCD0sgvbNsSTcjCFLPxe0skWSOl4a0V42T2pKoZ07QXpLQE-3ZYgTTfDK3XXhATNQooudB1usJfLqVvdiAwXQ2tU-B8CLJ0f8zodFWOyZwPV4q4Qd8uVyKTaDLI691HMDudUC-1ViIeYjUASK1h0iNENmEt9f2F_3okb9abi3hUUcX1Na_sfHs369fwtrh5OS4Ph6Ojp7DPb9oz-jcgkHXXNltuKu_d1_b5kVEO4Evtw2vXx96Q2s
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwELZKi4BLeRVRKDAHECdr87SdA0JVy8KqsFqJIpVT8FNFgt2SpCz71_rrOnacUg5w64FTlGRkKfGXmbHzzXyEPM8qrRm3lhrLGC2U1lQlmaSpzKQQuZGGmyA2wadTcXRUzdbI2VAL42mVg08MjtostN8jH_lWXBUmx5UYuUiLmO2PX5_8oF5Byv9pHeQ0eogc2NUSl2_tq8k-zvWLLBu_Odx7R6PCANWI7Y5KJRIjHWJYl7KsnCyZTrjBNNolCk9VWRolC1s6VaSu4hZtmFbcF9lZXukcx71GNnyPOHQKG7Pdww-fL5Z7aR4kUtEVecZjkfYtI7OUsdHxyjS-8jBDlxUU7i-FxD8jQghz49v_8wu6QzZjcg27_ddwl6zZ-T1yM-q8H6_uk1-XOFKwcPB28pH6OG5gtvJNFKB3oi10C0Dweo5uZ0HCEg8NtKeNk9pC1DkHtJcQaqU9iwww_Yel7cIFMFG7iH4Pcl9b5NOVPPgDsj5fzO1DArxIcowLTGi01Y4JHI-XSvjGXy6XYpvQYfprHRuze32QbzUu0Dxc6gCX2sOlRrhsk5cX9id9S5K_Wu4MUKmja2rr3zh59O_bz8gNBFD9fjI9eExu-TF7oucOWe-aU_uEXNc_u69t8zQCH8iXq4bSOZr8TCE
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=Development+of+GIS-based+Python+scripts+to+calculate+a+water+surface+profile+on+a+landscape+for+wetlands+decision-making&rft.jtitle=Journal+of+hydroinformatics&rft.au=Wang%2C+Zhentao&rft.au=Trauth%2C+Kathleen+M.&rft.date=2020-05-01&rft.issn=1464-7141&rft.eissn=1465-1734&rft.volume=22&rft.issue=3&rft.spage=628&rft.epage=640&rft_id=info:doi/10.2166%2Fhydro.2020.167&rft.externalDBID=n%2Fa&rft.externalDocID=10_2166_hydro_2020_167
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1464-7141&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1464-7141&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1464-7141&client=summon