{"id":"https://openalex.org/W2053780847","doi":"https://doi.org/10.3390/rs70100836","title":"Use of Radarsat-2 and Landsat TM Images for Spatial Parameterization of Manning\u2019s Roughness Coefficient in Hydraulic Modeling","display_name":"Use of Radarsat-2 and Landsat TM Images for Spatial Parameterization of Manning\u2019s Roughness Coefficient in Hydraulic Modeling","publication_year":2015,"publication_date":"2015-01-14","ids":{"openalex":"https://openalex.org/W2053780847","doi":"https://doi.org/10.3390/rs70100836","mag":"2053780847"},"language":"en","primary_location":{"id":"doi:10.3390/rs70100836","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70100836","pdf_url":"https://www.mdpi.com/2072-4292/7/1/836/pdf?version=1421239260","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/7/1/836/pdf?version=1421239260","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065210237","display_name":"Joseph O. Mtamba","orcid":null},"institutions":[{"id":"https://openalex.org/I182078086","display_name":"University of Dar es Salaam","ror":"https://ror.org/0479aed98","country_code":"TZ","type":"education","lineage":["https://openalex.org/I182078086"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL","TZ"],"is_corresponding":true,"raw_author_name":"Joseph Mtamba","raw_affiliation_strings":["Department of Water Resources Engineering, University of Dar es Salaam,  P.O. Box 35131, 14115 Dar es Salaam, Tanzania","Department of Water Resources, Faculty of Geo-Information and Earth Observation (ITC), University of Twente, P.O. Box 6, AA Enschede7500, The Netherlands","Department of Water Resources Engineering, University of Dar es Salaam, P.O. Box 35131, 14115 Dar es Salaam, Tanzania"],"affiliations":[{"raw_affiliation_string":"Department of Water Resources Engineering, University of Dar es Salaam,  P.O. Box 35131, 14115 Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I182078086"]},{"raw_affiliation_string":"Department of Water Resources, Faculty of Geo-Information and Earth Observation (ITC), University of Twente, P.O. Box 6, AA Enschede7500, The Netherlands","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":"Department of Water Resources Engineering, University of Dar es Salaam, P.O. Box 35131, 14115 Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I182078086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010361110","display_name":"R. van der Velde","orcid":"https://orcid.org/0000-0003-2157-4110"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rogier Van der Velde","raw_affiliation_strings":["Department of Water Resources, Faculty of Geo-Information and Earth Observation (ITC), University of Twente, P.O. Box 6, AA Enschede7500, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Water Resources, Faculty of Geo-Information and Earth Observation (ITC), University of Twente, P.O. Box 6, AA Enschede7500, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076949169","display_name":"Preksedis M. Ndomba","orcid":null},"institutions":[{"id":"https://openalex.org/I182078086","display_name":"University of Dar es Salaam","ror":"https://ror.org/0479aed98","country_code":"TZ","type":"education","lineage":["https://openalex.org/I182078086"]}],"countries":["TZ"],"is_corresponding":false,"raw_author_name":"Preksedis Ndomba","raw_affiliation_strings":["Department of Water Resources Engineering, University of Dar es Salaam,  P.O. Box 35131, 14115 Dar es Salaam, Tanzania","Department of Water Resources Engineering, University of Dar es Salaam, P.O. Box 35131, 14115 Dar es Salaam, Tanzania"],"affiliations":[{"raw_affiliation_string":"Department of Water Resources Engineering, University of Dar es Salaam,  P.O. Box 35131, 14115 Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I182078086"]},{"raw_affiliation_string":"Department of Water Resources Engineering, University of Dar es Salaam, P.O. Box 35131, 14115 Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I182078086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100001870","display_name":"Vekerdy Zolt\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"id":"https://openalex.org/I1290523313","display_name":"Magyar Agr\u00e1r- \u00e9s \u00c9lettudom\u00e1nyi Egyetem","ror":"https://ror.org/01394d192","country_code":"HU","type":"education","lineage":["https://openalex.org/I1290523313"]}],"countries":["HU","NL"],"is_corresponding":false,"raw_author_name":"Vekerdy Zolt\u00e1n","raw_affiliation_strings":["Department of Water Resources, Faculty of Geo-Information and Earth Observation (ITC), University of Twente, P.O. Box 6, AA Enschede7500, The Netherlands","Department of Water and Waste Management, Szent Istv\u00e1n University, G\u00f6d\u00f6ll\u0151,  2100 P\u00e1ter K\u00e1roly utca 1., Hungary"],"affiliations":[{"raw_affiliation_string":"Department of Water Resources, Faculty of Geo-Information and Earth Observation (ITC), University of Twente, P.O. Box 6, AA Enschede7500, The Netherlands","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":"Department of Water and Waste Management, Szent Istv\u00e1n University, G\u00f6d\u00f6ll\u0151,  2100 P\u00e1ter K\u00e1roly utca 1., Hungary","institution_ids":["https://openalex.org/I1290523313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028772250","display_name":"Felix Mtalo","orcid":null},"institutions":[{"id":"https://openalex.org/I182078086","display_name":"University of Dar es Salaam","ror":"https://ror.org/0479aed98","country_code":"TZ","type":"education","lineage":["https://openalex.org/I182078086"]}],"countries":["TZ"],"is_corresponding":false,"raw_author_name":"Felix Mtalo","raw_affiliation_strings":["Department of Water Resources Engineering, University of Dar es Salaam,  P.O. Box 35131, 14115 Dar es Salaam, Tanzania","Department of Water Resources Engineering, University of Dar es Salaam, P.O. Box 35131, 14115 Dar es Salaam, Tanzania"],"affiliations":[{"raw_affiliation_string":"Department of Water Resources Engineering, University of Dar es Salaam,  P.O. Box 35131, 14115 Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I182078086"]},{"raw_affiliation_string":"Department of Water Resources Engineering, University of Dar es Salaam, P.O. Box 35131, 14115 Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I182078086"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065210237"],"corresponding_institution_ids":["https://openalex.org/I182078086","https://openalex.org/I94624287"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.7007,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.89290275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"836","last_page":"864"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.6483191251754761},{"id":"https://openalex.org/keywords/hydraulic-roughness","display_name":"Hydraulic roughness","score":0.5825991034507751},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.5218456983566284},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.5203313827514648},{"id":"https://openalex.org/keywords/roughness-length","display_name":"Roughness length","score":0.503811776638031},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49675828218460083},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.46475353837013245},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.46148577332496643},{"id":"https://openalex.org/keywords/floodplain","display_name":"Floodplain","score":0.4435608983039856},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4186892509460449},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.37675705552101135},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2733667492866516},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.19411155581474304},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.17730101943016052},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.16474521160125732},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09658730030059814},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09120240807533264},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07462894916534424},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07458484172821045}],"concepts":[{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.6483191251754761},{"id":"https://openalex.org/C199322603","wikidata":"https://www.wikidata.org/wiki/Q5954459","display_name":"Hydraulic roughness","level":3,"score":0.5825991034507751},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.5218456983566284},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.5203313827514648},{"id":"https://openalex.org/C120618610","wikidata":"https://www.wikidata.org/wiki/Q7370913","display_name":"Roughness length","level":4,"score":0.503811776638031},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49675828218460083},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.46475353837013245},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.46148577332496643},{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.4435608983039856},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4186892509460449},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.37675705552101135},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2733667492866516},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.19411155581474304},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.17730101943016052},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.16474521160125732},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09658730030059814},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09120240807533264},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07462894916534424},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07458484172821045},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C154718420","wikidata":"https://www.wikidata.org/wiki/Q269096","display_name":"Wind profile power law","level":3,"score":0.0},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs70100836","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70100836","pdf_url":"https://www.mdpi.com/2072-4292/7/1/836/pdf?version=1421239260","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:openaire/341f1338-2ac0-41e9-b45c-67e64228e63f","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/341f1338-2ac0-41e9-b45c-67e64228e63f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mtamba, J O D, van der Velde, R, Ndomba, P M, Vekerdy, Z & Mtalo, F W 2015, 'Use of Radarsat-2 and Landsat TM images for spatial parameterization of Manning's Roughness Coefficient in hydraulic modeling', Remote sensing, vol. 7, no. 1, pp. 836-864. https://doi.org/10.3390/rs70100836","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:c3bfba9d6b844a3fa1d00e51be970fc3","is_oa":true,"landing_page_url":"https://doaj.org/article/c3bfba9d6b844a3fa1d00e51be970fc3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 7, Iss 1, Pp 836-864 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/1/836/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs70100836","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 7; Issue 1; Pages: 836-864","raw_type":"Text"},{"id":"pmh:oai:ris.utwente.nl:publications/341f1338-2ac0-41e9-b45c-67e64228e63f","is_oa":true,"landing_page_url":"https://ezproxy2.utwente.nl/login?url=https://webapps.itc.utwente.nl/library/2015/isi/vekerdy_use.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mtamba , J O D , van der Velde , R , Ndomba , P M , Vekerdy , Z &amp; Mtalo , F W 2015 , ' Use of Radarsat-2 and Landsat TM images for spatial parameterization of Manning's Roughness Coefficient in hydraulic modeling ' , Remote sensing , vol. 7 , no. 1 , pp. 836-864 . https://doi.org/10.3390/rs70100836","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs70100836","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70100836","pdf_url":"https://www.mdpi.com/2072-4292/7/1/836/pdf?version=1421239260","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G1104790288","display_name":null,"funder_award_id":"RADARSAT-2","funder_id":"https://openalex.org/F4320334436","funder_display_name":"Canadian Space Agency"}],"funders":[{"id":"https://openalex.org/F4320313897","display_name":"University of Dar es Salaam","ror":"https://ror.org/0479aed98"},{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320321015","display_name":"University of Twente","ror":"https://ror.org/006hf6230"},{"id":"https://openalex.org/F4320334436","display_name":"Canadian Space Agency","ror":"https://ror.org/03a1gte98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2053780847.pdf","grobid_xml":"https://content.openalex.org/works/W2053780847.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W143066625","https://openalex.org/W366362724","https://openalex.org/W600647904","https://openalex.org/W1482289351","https://openalex.org/W1741586657","https://openalex.org/W1820540535","https://openalex.org/W1910376566","https://openalex.org/W1967710116","https://openalex.org/W1972848619","https://openalex.org/W1975190596","https://openalex.org/W1978235888","https://openalex.org/W1978608405","https://openalex.org/W1978785349","https://openalex.org/W1982901688","https://openalex.org/W1986255303","https://openalex.org/W1994401596","https://openalex.org/W2005309753","https://openalex.org/W2015419866","https://openalex.org/W2020999234","https://openalex.org/W2023341495","https://openalex.org/W2037460094","https://openalex.org/W2038617433","https://openalex.org/W2046347126","https://openalex.org/W2051514334","https://openalex.org/W2055828790","https://openalex.org/W2062979841","https://openalex.org/W2070336741","https://openalex.org/W2072946852","https://openalex.org/W2075857843","https://openalex.org/W2081601823","https://openalex.org/W2082836778","https://openalex.org/W2087522106","https://openalex.org/W2088281777","https://openalex.org/W2096113236","https://openalex.org/W2097272115","https://openalex.org/W2101044141","https://openalex.org/W2101661671","https://openalex.org/W2102272668","https://openalex.org/W2106691828","https://openalex.org/W2114711020","https://openalex.org/W2115713950","https://openalex.org/W2115897045","https://openalex.org/W2116635928","https://openalex.org/W2120632331","https://openalex.org/W2121323878","https://openalex.org/W2126715275","https://openalex.org/W2132671857","https://openalex.org/W2133989913","https://openalex.org/W2137213180","https://openalex.org/W2144447636","https://openalex.org/W2147746661","https://openalex.org/W2150050102","https://openalex.org/W2150920547","https://openalex.org/W2151178056","https://openalex.org/W2151372718","https://openalex.org/W2156925235","https://openalex.org/W2160953640","https://openalex.org/W2161830771","https://openalex.org/W2161938846","https://openalex.org/W2163952144","https://openalex.org/W2166013451","https://openalex.org/W2167248655","https://openalex.org/W2173333326","https://openalex.org/W2222251283","https://openalex.org/W2243484782","https://openalex.org/W2482531687","https://openalex.org/W6605820301"],"related_works":["https://openalex.org/W1530937550","https://openalex.org/W2779329078","https://openalex.org/W2082512786","https://openalex.org/W2119728460","https://openalex.org/W2023210865","https://openalex.org/W2086199220","https://openalex.org/W1991141116","https://openalex.org/W1599663703","https://openalex.org/W2351985266","https://openalex.org/W1997395820"],"abstract_inverted_index":{"Vegetation":[0],"resistance":[1],"influences":[2],"water":[3,149,166,190,227],"flow":[4],"in":[5,234,256,279],"floodplains.":[6],"Characterization":[7],"of":[8,16,20,33,93,97,205,222,240],"vegetation":[9,21,75],"for":[10,171],"hydraulic":[11,50,100,131],"modeling":[12,132,310],"includes":[13,141],"the":[14,17,31,94,98,120,235,280,282,318],"description":[15],"spatial":[18,49,53,95,99,198,300,304],"variability":[19],"type,":[22],"height":[23],"and":[24,43,74,111,144,179,186,197,220,249,262,287,292,311],"density.":[25],"In":[26],"this":[27],"research,":[28],"we":[29],"explored":[30],"use":[32,61],"dual":[34],"polarized":[35],"Radarsat-2":[36],"wide":[37],"swath":[38],"mode":[39],"backscatter":[40,88],"coefficients":[41,200],"(\u03c3\u00b0)":[42],"Landsat":[44,64],"5":[45,65],"TM":[46],"to":[47,124,258],"derive":[48],"roughness.":[51,114,208],"The":[52,209,237],"roughness":[54,80,101,105,154,158,174,181,195,301,305],"parameterization":[55,306],"included":[56],"four":[57],"steps:":[58],"(i)":[59],"land":[60],"classification":[62],"from":[63,83,103,272],"TM;":[66],"(ii)":[67],"establishing":[68],"a":[69,231],"relationship":[70],"between":[71],"\u03c3\u00b0":[72],"statistics":[73],"parameters;":[76],"(iii)":[77],"relative":[78,112,206,274],"surface":[79,113,207,275],"(Ks)":[81],"determination":[82,223],"Synthetic":[84],"Aperture":[85],"Radar":[86],"(SAR)":[87],"temporal":[89],"variability;":[90],"(iv)":[91],"derivation":[92],"distribution":[96],"both":[102,172],"Manning\u2019s":[104,137,199],"coefficient":[106,138,218,221],"look":[107],"up":[108],"table":[109],"(LUT)":[110],"Hydraulic":[115],"simulations":[116,133],"were":[117,277],"performed":[118,285],"using":[119,214,299],"FLO-2D":[121],"hydrodynamic":[122],"model":[123,126,210,216,283,297],"evaluate":[125],"performance":[127,211,239,298],"under":[128],"three":[129],"different":[130,136],"results":[134],"with":[135,151,156,168,192,203,245],"parameterizations,":[139],"which":[140,253],"SWL1,":[142],"SWL2":[143,163,257],"SWL3.":[145],"SWL1":[146,242],"is":[147,164,188],"simulated":[148,165,189],"levels":[150,167,191,228],"optimum":[152],"floodplain":[153,173],"(np)":[155],"channel":[157,180,194],"nc":[159,182,196],"=":[160,176,183,247,251,260,264,290,294],"0.03":[161],"m\u22121/3/s;":[162,185],"calibrated":[169,193,324],"values":[170,270,276],"np":[175],"0.65":[177],"m\u22121/3/s":[178],"0.021":[184],"SWL3":[187],"as":[201,323],"derived":[202,271],"aid":[204],"was":[212,243,254],"evaluated":[213],"Nash-Sutcliffe":[215],"efficiency":[217],"(E)":[219],"(R2),":[224],"based":[225],"on":[226],"measured":[229],"at":[230],"gauging":[232],"station":[233],"wetland.":[236],"overall":[238],"scenario":[241],"characterized":[244],"E":[246,259,289],"0.75":[248],"R2":[250,263,293],"0.95,":[252],"improved":[255],"0.95":[261],"0.99.":[265],"When":[266],"spatially":[267],"distributed":[268],"Manning":[269],"SAR":[273],"parameterized":[278],"model,":[281],"also":[284],"well":[286],"yielding":[288],"0.97":[291],"0.98.":[295],"Improved":[296],"shows":[302],"that":[303],"can":[307],"support":[308],"flood":[309,314],"provide":[312],"better":[313],"wave":[315],"simulation":[316],"over":[317],"inundated":[319],"riparian":[320],"areas":[321],"equally":[322],"models.":[325]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
