{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T16:11:43Z","timestamp":1760199103206,"version":"build-2065373602"},"reference-count":72,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2018,12,21]],"date-time":"2018-12-21T00:00:00Z","timestamp":1545350400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000202","name":"U.S. Fish and Wildlife Service","doi-asserted-by":"publisher","award":["F15AP01039"],"award-info":[{"award-number":["F15AP01039"]}],"id":[{"id":"10.13039\/100000202","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Anthropogenic development of floodplains and alteration to natural hydrological regimes have resulted in extensive loss of off-channel habitat. Interest has grown in restoring these habitats as an effective conservation strategy for numerous aquatic species. This study developed a process to reproducibly identify areas of former stream meanders to assist future off-channel restoration site selections. Three watersheds in Iowa and Minnesota where off-channel restorations are currently being conducted to aid the conservation of the Topeka Shiner (Notropis topeka) were selected as the study area. Floodplain depressions were identified with LiDAR-derived digital elevation models, and their morphologic and topographic characteristics were described. Classification tree models were developed to distinguish relic streams and oxbows from other landscape features. All models demonstrated a strong ability to distinguish between target and non-target features with area under the receiver operator curve (AUC) values \u2265 0.82 and correct classification rates \u2265 0.88. Solidity, concavity, and mean height above channel metrics were among the first splits in all trees. To compensate for the noise associated with the final model designation, features were ranked by their conditional probability. The results of this study will provide conservation managers with an improved process to identify candidate restoration sites.<\/jats:p>","DOI":"10.3390\/rs11010012","type":"journal-article","created":{"date-parts":[[2018,12,21]],"date-time":"2018-12-21T09:24:11Z","timestamp":1545384251000},"page":"12","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["The Development of a GIS Methodology to Identify Oxbows and Former Stream Meanders from LiDAR-Derived Digital Elevation Models"],"prefix":"10.3390","volume":"11","author":[{"given":"Courtney","family":"L. Zambory","sequence":"first","affiliation":[{"name":"Department of Natural Resource Ecology and Management, Iowa State University, Ames, IA 50011, USA"}]},{"given":"Harvest","family":"Ellis","sequence":"additional","affiliation":[{"name":"Iowa Flood Center, The University of Iowa, Iowa City, IA 52242, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5088-5431","authenticated-orcid":false,"given":"Clay","family":"L. Pierce","sequence":"additional","affiliation":[{"name":"U.S. Geological Survey, Iowa Cooperative Fish and Wildlife Research Unit, Iowa State University, Ames, IA 50011, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2228-3019","authenticated-orcid":false,"given":"Kevin","family":"J. Roe","sequence":"additional","affiliation":[{"name":"Department of Ecology, Evolution, and Organismal Biology (EEOB), Iowa State University, Ames, IA 50011, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0430-3087","authenticated-orcid":false,"given":"Michael","family":"J. Weber","sequence":"additional","affiliation":[{"name":"Department of Natural Resource Ecology and Management, Iowa State University, Ames, IA 50011, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3499-220X","authenticated-orcid":false,"given":"Keith","family":"E. Schilling","sequence":"additional","affiliation":[{"name":"Iowa Geological Survey, Iowa City, IA 52242, USA"}]},{"given":"Nathan","family":"C. Young","sequence":"additional","affiliation":[{"name":"Iowa Flood Center, The University of Iowa, Iowa City, IA 52242, USA"}]}],"member":"1968","published-online":{"date-parts":[[2018,12,21]]},"reference":[{"key":"ref_1","unstructured":"Cramer, M.L. (2012). Stream Habitat Restoration Guidelines."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1111\/j.1526-100X.2010.00766.x","article-title":"Effectiveness of a newly created oxbow lake to mitigate habitat loss and increase biodiversity in a regulated floodplain","volume":"20","author":"Gallardo","year":"2012","journal-title":"Restor. Ecol."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1080\/00028487.2015.1105869","article-title":"Fish assemblage associations with floodplain connectivity following restoration to benefit an endangered catostomid","volume":"145","author":"Landress","year":"2016","journal-title":"Trans. Am. Fish. Soc."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1577\/1548-8675(1992)012<0721:DOOCHF>2.3.CO;2","article-title":"Development of off-channel habitats for use by juvenile chinook salmon","volume":"12","author":"Richards","year":"1992","journal-title":"N. Am. J. Fish Manag."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"1070","DOI":"10.1577\/1548-8659(2002)131<1070:IOFIAC>2.0.CO;2","article-title":"Implications of floodplain isolation and connectivity on the conservation of an endangered minnow, Oregon Chub, in the Willamette River, Oregon","volume":"131","author":"Scheerer","year":"2002","journal-title":"Trans. Am. Fish. Soc."},{"key":"ref_6","first-page":"11","article-title":"The flood pulse concept in river-floodplain systems","volume":"106","author":"Junk","year":"1989","journal-title":"Proc. Int. Large River Symp. Can. Spec. Publ. Fish. Aquat. Sci."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1002\/rra.1061","article-title":"Relationships between hydrology, spatial heterogeneity, and fish recruitment dynamics in a temperate floodplain river","volume":"24","author":"Zeug","year":"2008","journal-title":"River Res. Applic."},{"key":"ref_8","unstructured":"Zimmer, D.W., and Bachmann, R.W. (1976). Effects of Stream Channelization and Bank Stabilization on Warmwater Sport Fish in Iowa: Subproject No. 4. The Effects of Long-Reach Channelization on Habitat and Invertebrate Drift in Some Iowa Streams."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1674\/0003-0031(2006)156[319:IOCOSH]2.0.CO;2","article-title":"Impacts of channelization on stream habitats and associated fish assemblages in East Central Indiana","volume":"156","author":"Lau","year":"2006","journal-title":"Am. Midl. Nat."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"783","DOI":"10.1111\/j.1467-8306.2003.09304001.x","article-title":"Catastrophic human-induced change in stream-channel planform and geometry in an agricultural watershed, Illinois, USA","volume":"93","author":"Urban","year":"2003","journal-title":"Ann. Am. Assoc. Geogr."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1130\/G24130A.1","article-title":"Meander cutoff and the controls on the production of oxbow lakes","volume":"36","author":"Constantine","year":"2008","journal-title":"Geology"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1016\/j.quaint.2015.06.016","article-title":"Formation and infilling of oxbow lakes in the Ishikari lowland, northern Japan","volume":"397","author":"Ishii","year":"2016","journal-title":"Quat. Int."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1002\/(SICI)1096-9837(199807)23:7<651::AID-ESP891>3.0.CO;2-V","article-title":"Evolution of cutoffs across meander necks in Powder River, Montana, USA","volume":"23","author":"Gay","year":"1998","journal-title":"Earth Surf. Process. Landf."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Fischer, J.R., Bakevich, B.D., Shea, C.P., Pierce, C.L., and Quist, M.C. (2018). Floods, drying, habitat connectivity and fish occupancy dynamics in restored and unrestored oxbows of West-Central Iowa, USA. Aquat. Conserv. Mar. Freshw. Ecosyst., 1\u201311.","DOI":"10.1002\/aqc.2896"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1071\/MF08246","article-title":"The effect of water level on lateral movements of fish between river and off-channel habitats and implications for management","volume":"61","author":"Lyon","year":"2010","journal-title":"Mar. Freshw. Res."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1480","DOI":"10.1577\/T05-057.1","article-title":"Fish assemblages in oxbow lakes relative to connectivity with the Mississippi River","volume":"134","author":"Miranda","year":"2005","journal-title":"Trans. Am. Fish. Soc."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1016\/j.jhydrol.2011.10.029","article-title":"Hydrologic connectivity of oxbow lakes along the lower Guadalupe River, Texas: The influence of geomorphic and climatic controls on the \u201cflood pulse concept\u201d","volume":"414\u2013415","author":"Hudson","year":"2012","journal-title":"J. Hydrol."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1144\/0016-76492007-100","article-title":"Terrestrial laser scanning in geology: Data acquisition, processing, and accuracy","volume":"165","author":"Buckley","year":"2008","journal-title":"J. Geol. Soc."},{"key":"ref_19","unstructured":"(2018, December 01). USGS 3D Elevation Program, Available online: https:\/\/www.usgs.gov\/core-science-systems\/ngp\/3dep."},{"key":"ref_20","unstructured":"(2018, December 01). Iowa LiDAR Mapping Project. Available online: http:\/\/www.geotree.uni.edu\/lidar\/."},{"key":"ref_21","unstructured":"Minnesota Department of Natural Resources (2018, December 01). MnTOPO, Available online: https:\/\/www.dnr.state.mn.us\/maps\/mntopo\/index.html."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/j.geomorph.2011.02.020","article-title":"Lidar DEM error analysis and topographic depression identification in a hummocky landscape in the prairie region of Canada","volume":"129","author":"Li","year":"2011","journal-title":"Geomorphology"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/s11273-013-9303-9","article-title":"Use of GIS and high resolution LiDAR in salt marsh restoration site suitability assessment in the upper Bay of Fundy, Canada","volume":"21","author":"Millard","year":"2013","journal-title":"Wetl. Ecol. Manag."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"11444","DOI":"10.3390\/rs61111444","article-title":"An effective method for detecting potential woodland vernal pools using high-resolution LiDAR data and aerial imagery","volume":"6","author":"Wu","year":"2014","journal-title":"Remote Sens."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1007\/s13157-015-0731-6","article-title":"Delineation and quantification of wetland depressions in the prairie pothole region of North Dakota","volume":"36","author":"Wu","year":"2016","journal-title":"Wetlands"},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Terefenko, P., Wziatek, D.Z., Dalyot, S., Boski, T., and Lima-Filho, F.P. (2018). A High-Precision LiDAR-Based Methodology for Surveying and Classifying Coastal Notches. J. Geol. Soc., 7.","DOI":"10.3390\/ijgi7080295"},{"key":"ref_27","unstructured":"Whitney, G.G. (1996). From Coastal Wilderness to Fruited Plain: A History of Environmental Change in Temperate North America from 1500 to the Present, Cambridge University Press."},{"key":"ref_28","unstructured":"Gelder, B.K. (2015). Automation of DEM Cutting for Hydrologic\/Hydraulic Modeling, Iowa State University Institution for Transportation. Technical Report."},{"key":"ref_29","unstructured":"Tabor, V.M. (2017, August 13). Final Rule to List the Topeka Shiner as Endangered, Available online: https:\/\/www.gpo.gov\/fdsys\/pkg\/FR-1998-12-15\/pdf\/98-33100.pdf."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1674\/0003-0031-174.2.350","article-title":"Status of the Topeka Shiner in West-Central Iowa","volume":"174","author":"Bakevich","year":"2015","journal-title":"Am. Midl. Nat."},{"key":"ref_31","unstructured":"Zambory, C.L., Bybel, A.P., Pierce, C.L., Roe, K.J., and Weber, M.J. (2017). Habitat Improvement Projects for Stream and Oxbow Fish of Greatest Conservation Need, Iowa State University. Available online: https:\/\/www.cfwru.iastate.edu\/files\/project\/files\/2016_swgc_annualreport_final.pdf."},{"key":"ref_32","unstructured":"Simpson, N.T., Pierce, C.L., Roe, K.J., and Weber, M.J. (2016). Boone River Watershed Stream Fish and Habitat Monitoring, IA, Iowa State University. Available online: https:\/\/www.cfwru.iastate.edu\/files\/project\/files\/2016_brw_annualreport_final.pdf."},{"key":"ref_33","unstructured":"Clark, S.J. (2000). Relationship of Topeka Shiner Distribution to Geographical Features of the Des Moines Lobe in Iowa. [Master\u2019s Thesis, Iowa State University]."},{"key":"ref_34","unstructured":"Berg, J.A., Petersen, T.A., Anderson, Y., and Baker, R. (2017, November 13). Hydrogeology of the Rock River Watershed, Minnesota and Associated Off-Channel Habitats of the Topeka Shiner. Final Report Submitted by the Minnesota Department of Natural Resources 2004. Available online: http:\/\/files.dnr.state.mn.us\/eco\/nongame\/projects\/consgrant_reports\/2004\/2004_berg_etal.pdf."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1258","DOI":"10.1080\/02755947.2013.839969","article-title":"Habitat, fish species, and fish assemblage associations of the Topeka Shiner in West-Central Iowa","volume":"33","author":"Bakevich","year":"2013","journal-title":"N. Am. J. Fish Manag."},{"key":"ref_36","first-page":"39","article-title":"What we know about Minnesota\u2019s first endangered fish species: The Topeka shiner","volume":"65","author":"Hatch","year":"2001","journal-title":"J. Minn. Acad. Sci."},{"key":"ref_37","unstructured":"Thomson, S. (2018, November 01). Dugouts and stream fishes, especially the endangered Topeka Shiner, Available online: https:\/\/directives.sc.egov.usda.gov\/OpenNonWebContent.aspx?content=29145.wba."},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Thomson, S.K., Berry, C.R., Niehs, C.A., and Wall, S.S. (2005, January 19\u201322). Constructed impoundments in the floodplain: A source or sink for native prairie fishes, in particular the endangered Topeka shiner (Notropis topeka)?. Proceedings of the 2005 Watershed Management Conference, Williamsburg, VA, USA.","DOI":"10.1061\/40763(178)112"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1607","DOI":"10.1577\/T07-033.1","article-title":"The effects of temperature, dissolved oxygen, and Asian tapeworm infection on growth and survival of the Topeka shiner","volume":"136","author":"Koehle","year":"2007","journal-title":"Trans. Am. Fish. Soc."},{"key":"ref_40","unstructured":"Kenny, A. (2017, November 13). The Topeka Shiner: Shining a Spotlight on an Iowa Success Story. Endangered Species Program News Bulletin, Available online: https:\/\/www.fws.gov\/endangered\/news\/episodes\/bu-01-2013\/story3\/."},{"key":"ref_41","unstructured":"Kenny, A. Personal communication."},{"key":"ref_42","unstructured":"Ralston, S. Personal communication."},{"key":"ref_43","unstructured":"Heit, M., Parker, H., and Shortreid, A. (1991). GIS Applications in Natural Resources, GIS World Books."},{"key":"ref_44","unstructured":"Wilson, J.P., and Gallant, J.C. (2000). Terrain Analysis: Principles and Applications, Wiley."},{"key":"ref_45","first-page":"5","article-title":"Ecoregions and subregions of Iowa: A framework for water quality assessment and management","volume":"101","author":"Griffith","year":"1994","journal-title":"J. Iowa Acad. Sci."},{"key":"ref_46","unstructured":"(2016, August 04). Iowa State University Geographic Information Systems Facility ACPF DEM Download. Available online: https:\/\/www.gis.iastate.edu\/gisf\/projects\/acpf."},{"key":"ref_47","unstructured":"(2017, July 25). ACPF Watershed Database Land Use Viewing and Data Downloading, Available online: https:\/\/www.nrrig.mwa.ars.usda.gov\/st40_huc\/dwnldACPF.html."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"676","DOI":"10.2134\/jeq2016.09.0363","article-title":"Agricultural Conservation Planning Framework: 3. Land Use and Field Boundary Database Development and Structure","volume":"46","author":"Tomer","year":"2017","journal-title":"J. Environ. Qual."},{"key":"ref_49","unstructured":"(2016, August 04). Watershed Planning Tool: Agricultural Conservation Planning Framework (ACPF). Available online: http:\/\/northcentralwater.org\/acpf\/."},{"key":"ref_50","unstructured":"Tarboton, D.G. (2018, December 01). Terrain Analysis Using Digital Elevation Models (Taudem). Utah Water Research Laboratory, Utah State University. Available online: http:\/\/hydrology. usu.edu\/taudem\/taudem5\/support.html."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"1200","DOI":"10.1109\/TGRS.2010.2053546","article-title":"Multiscale Analysis of Topographic Surface Roughness in the Midland Valley, Scotland","volume":"49","author":"Grohmann","year":"2011","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_52","unstructured":"(2017, November 13). Iowa Geographic Map Server. Available online: https:\/\/ortho.gis.iastate.edu\/."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"429","DOI":"10.3233\/IDA-2002-6504","article-title":"The class imbalance problem: A systematic study. Intelligent Data Analysis","volume":"6","author":"Japkowicz","year":"2002","journal-title":"Intell. Data Anal."},{"key":"ref_54","unstructured":"Duda, R.O., Hart, P.E., and Stork, D.G. (2001). Pattern Classification, Wiley. [2nd ed.]."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"1145","DOI":"10.1016\/S0031-3203(96)00142-2","article-title":"The use of the area under the ROC curve in the evaluation of machine learning algorithms","volume":"30","author":"Bradley","year":"1997","journal-title":"Pattern Recognit."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"2210","DOI":"10.1111\/j.1365-2427.2011.02647.x","article-title":"Fish recruitment in a large, temperate floodplain: The importance of annual flooding, temperature and habitat complexity","volume":"56","author":"Winter","year":"2011","journal-title":"Freshw. Biol."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"684","DOI":"10.1139\/cjfas-2014-0085","article-title":"Residence times of juvenile salmon and steelhead in off-channel tidal freshwater habitats, Columbia River, USA","volume":"72","author":"Johnson","year":"2015","journal-title":"Can. J. Fish. Aquat. Sci."},{"key":"ref_58","first-page":"11","article-title":"Iowa\u2019s wetlands","volume":"88","author":"Bishop","year":"1981","journal-title":"Proc. Iowa Acad. Sci."},{"key":"ref_59","first-page":"7","article-title":"Iowa prairie\u2014An endangered ecosystem","volume":"88","author":"Smith","year":"1981","journal-title":"Proc. Iowa Acad. Sci."},{"key":"ref_60","unstructured":"Zucker, L.A., and Brown, L.C. (1998). Agricultural Drainage: Water Quality Impacts and Subsurface Drainage Studies in the Midwest, Ohio State University Extension."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/j.rse.2017.11.012","article-title":"Parametrizing tidal creek morphology in mature saltmarshes using semi-automated extraction from lidar","volume":"209","author":"Chirol","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"1079","DOI":"10.1007\/s13157-017-0942-0","article-title":"Automated Techniques to Identify Lost and Restorable Wetlands in the Prairie Pothole Regions","volume":"37","author":"Waz","year":"2017","journal-title":"Wetlands"},{"key":"ref_63","doi-asserted-by":"crossref","unstructured":"McDeid, S.M., Green, D.L., and Crumpton, W.G. (2018). Morphology of Drained Upland Depressions on the Des Moines Lobe of Iowa. Wetlands, 1\u201314.","DOI":"10.1130\/abs\/2018NC-312894"},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1016\/j.margeo.2009.10.005","article-title":"Remote sensing of sand distribution patterns across an insular shelf: Oahu, Hawaii","volume":"267","author":"Conger","year":"2009","journal-title":"Mar. Geol."},{"key":"ref_65","doi-asserted-by":"crossref","unstructured":"Doctor, D.H., and Young, J.A. (2013, January 6\u201310). An Evaluation of Automated GIS Tools for Delineating Karst Sinkholes and Closed Depressions from 1-Meter LiDAR-Derived Digital Elevation Data. Proceedings of the NCKRI Symposium 13th Sinkhole Conference, Carlsbad, NM, USA.","DOI":"10.5038\/9780979542275.1156"},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/j.jhydrol.2015.12.012","article-title":"Applying a weighted random forests method to extract karst sinkholes from LiDAR data","volume":"533","author":"Zhu","year":"2016","journal-title":"J. Hydrol."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s12517-018-3764-3","article-title":"Morphometric analysis of sinkholes using a semi-automatic approach in Zhijin County, China","volume":"11","author":"Chen","year":"2018","journal-title":"Arab. J. Geosci."},{"key":"ref_68","first-page":"569","article-title":"TerEx Toolbox for semi-automated selection of fluvial terrace and floodplain features from lidar","volume":"39","author":"Stout","year":"2013","journal-title":"Hydrol. Earth Syst. Sci."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.ecoleng.2006.08.008","article-title":"Hydrology and nutrient biogeochemistry in a created river diversion oxbow wetland","volume":"30","author":"Fink","year":"2006","journal-title":"Ecol. Eng."},{"key":"ref_70","doi-asserted-by":"crossref","unstructured":"Wu, Q., Lane, C.R., Wang, L., Vanderhoof, M.K., Christensen, J.R., and Liu, H. (2018). Efficient delineation of nested depression hierarchy in digital elevation models for hydrological analysis using level-set method. J. Am. Water Resour. Assoc., 1\u201315.","DOI":"10.20944\/preprints201808.0358.v1"},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"1425","DOI":"10.1080\/01431169608948714","article-title":"The use of the normalize difference water index (NDWI) in the delineation of open water features","volume":"17","author":"McFeeters","year":"1996","journal-title":"Int. J. Remote Sens."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1016\/j.ecoleng.2017.02.006","article-title":"Nitrate reduction in a reconstructed floodplain oxbow fed by tile drainage","volume":"102","author":"Schilling","year":"2017","journal-title":"Ecol. Eng."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/11\/1\/12\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T15:35:25Z","timestamp":1760196925000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/11\/1\/12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,21]]},"references-count":72,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2019,1]]}},"alternative-id":["rs11010012"],"URL":"https:\/\/doi.org\/10.3390\/rs11010012","relation":{},"ISSN":["2072-4292"],"issn-type":[{"type":"electronic","value":"2072-4292"}],"subject":[],"published":{"date-parts":[[2018,12,21]]}}}