{"id":"https://openalex.org/W4207036597","doi":"https://doi.org/10.1007/s12145-022-00768-w","title":"Spatial variation of the relative importance of the soil loss drivers in a watershed of northern Mexico: a geographically weighted regression approach","display_name":"Spatial variation of the relative importance of the soil loss drivers in a watershed of northern Mexico: a geographically weighted regression approach","publication_year":2022,"publication_date":"2022-01-24","ids":{"openalex":"https://openalex.org/W4207036597","doi":"https://doi.org/10.1007/s12145-022-00768-w"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-022-00768-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00768-w","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026022337","display_name":"Citlalli Cabral-Alem\u00e1n","orcid":"https://orcid.org/0000-0001-6601-9714"},"institutions":[{"id":"https://openalex.org/I31466659","display_name":"Chapingo Autonomous University","ror":"https://ror.org/04ctjby61","country_code":"MX","type":"education","lineage":["https://openalex.org/I31466659"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Citlalli Cabral-Alem\u00e1n","raw_affiliation_strings":["Universidad Aut\u00f3noma Chapingo - Unidad Regional Universitaria de Zonas \u00c1ridas, Carretera G\u00f3mez Palacio-Ciudad Ju\u00e1rez Km 40, C.P. 35230, Bermejillo, Durango, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Chapingo - Unidad Regional Universitaria de Zonas \u00c1ridas, Carretera G\u00f3mez Palacio-Ciudad Ju\u00e1rez Km 40, C.P. 35230, Bermejillo, Durango, Mexico","institution_ids":["https://openalex.org/I31466659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055722892","display_name":"Armando L\u00f3pez-Santos","orcid":"https://orcid.org/0000-0002-2186-433X"},"institutions":[{"id":"https://openalex.org/I31466659","display_name":"Chapingo Autonomous University","ror":"https://ror.org/04ctjby61","country_code":"MX","type":"education","lineage":["https://openalex.org/I31466659"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Armando L\u00f3pez-Santos","raw_affiliation_strings":["Universidad Aut\u00f3noma Chapingo - Unidad Regional Universitaria de Zonas \u00c1ridas, Carretera G\u00f3mez Palacio-Ciudad Ju\u00e1rez Km 40, C.P. 35230, Bermejillo, Durango, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Chapingo - Unidad Regional Universitaria de Zonas \u00c1ridas, Carretera G\u00f3mez Palacio-Ciudad Ju\u00e1rez Km 40, C.P. 35230, Bermejillo, Durango, Mexico","institution_ids":["https://openalex.org/I31466659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071505669","display_name":"Jaime Roberto Padilla-Mart\u00ednez","orcid":"https://orcid.org/0000-0003-3511-2478"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jaime Roberto Padilla-Mart\u00ednez","raw_affiliation_strings":["Forest Economics and Sustainable Land-Use Planning, Faculty of Forest Sciences and Forest Ecology, Georg-August-Universit\u00e4t, B\u00fcsgenweg 1, 37077, G\u00f6ttingen, Germany"],"affiliations":[{"raw_affiliation_string":"Forest Economics and Sustainable Land-Use Planning, Faculty of Forest Sciences and Forest Ecology, Georg-August-Universit\u00e4t, B\u00fcsgenweg 1, 37077, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015942952","display_name":"Jos\u00e9 Manuel Z\u00fa\u00f1iga-V\u00e1squez","orcid":"https://orcid.org/0000-0002-6797-8228"},"institutions":[{"id":"https://openalex.org/I31466659","display_name":"Chapingo Autonomous University","ror":"https://ror.org/04ctjby61","country_code":"MX","type":"education","lineage":["https://openalex.org/I31466659"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Manuel Z\u00fa\u00f1iga-V\u00e1squez","raw_affiliation_strings":["Universidad Aut\u00f3noma Chapingo - Unidad Regional Universitaria de Zonas \u00c1ridas, Carretera G\u00f3mez Palacio-Ciudad Ju\u00e1rez Km 40, C.P. 35230, Bermejillo, Durango, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Chapingo - Unidad Regional Universitaria de Zonas \u00c1ridas, Carretera G\u00f3mez Palacio-Ciudad Ju\u00e1rez Km 40, C.P. 35230, Bermejillo, Durango, Mexico","institution_ids":["https://openalex.org/I31466659"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026022337"],"corresponding_institution_ids":["https://openalex.org/I31466659"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":0.5259,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65269982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"2","first_page":"833","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9865000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.7821537852287292},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.7777144312858582},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.6234046220779419},{"id":"https://openalex.org/keywords/universal-soil-loss-equation","display_name":"Universal Soil Loss Equation","score":0.590826690196991},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5318671464920044},{"id":"https://openalex.org/keywords/soil-loss","display_name":"Soil loss","score":0.5206929445266724},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5158864259719849},{"id":"https://openalex.org/keywords/spatial-heterogeneity","display_name":"Spatial heterogeneity","score":0.4799904525279999},{"id":"https://openalex.org/keywords/geographically-weighted-regression","display_name":"Geographically Weighted Regression","score":0.47271913290023804},{"id":"https://openalex.org/keywords/r-value","display_name":"R-value (soils)","score":0.4697851240634918},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.46882009506225586},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44151991605758667},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.36873704195022583},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3592355251312256},{"id":"https://openalex.org/keywords/erosion","display_name":"Erosion","score":0.35879218578338623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3444294333457947},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.2745555639266968},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12782269716262817},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1153094470500946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.08108866214752197}],"concepts":[{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.7821537852287292},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.7777144312858582},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.6234046220779419},{"id":"https://openalex.org/C2777610965","wikidata":"https://www.wikidata.org/wiki/Q3547352","display_name":"Universal Soil Loss Equation","level":4,"score":0.590826690196991},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5318671464920044},{"id":"https://openalex.org/C2983671832","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Soil loss","level":3,"score":0.5206929445266724},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5158864259719849},{"id":"https://openalex.org/C180478619","wikidata":"https://www.wikidata.org/wiki/Q7574066","display_name":"Spatial heterogeneity","level":2,"score":0.4799904525279999},{"id":"https://openalex.org/C2910321205","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geographically Weighted Regression","level":2,"score":0.47271913290023804},{"id":"https://openalex.org/C50081128","wikidata":"https://www.wikidata.org/wiki/Q7273291","display_name":"R-value (soils)","level":3,"score":0.4697851240634918},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.46882009506225586},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44151991605758667},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.36873704195022583},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3592355251312256},{"id":"https://openalex.org/C123157820","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Erosion","level":2,"score":0.35879218578338623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3444294333457947},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.2745555639266968},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12782269716262817},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1153094470500946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08108866214752197},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-022-00768-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00768-w","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1542992651","https://openalex.org/W1572817165","https://openalex.org/W1599043334","https://openalex.org/W1968462910","https://openalex.org/W1975121624","https://openalex.org/W1982042636","https://openalex.org/W1994221921","https://openalex.org/W1996381847","https://openalex.org/W1998980901","https://openalex.org/W2000274816","https://openalex.org/W2002803501","https://openalex.org/W2007075065","https://openalex.org/W2029745507","https://openalex.org/W2038833668","https://openalex.org/W2047120335","https://openalex.org/W2078828715","https://openalex.org/W2086326602","https://openalex.org/W2110368178","https://openalex.org/W2119298954","https://openalex.org/W2123601199","https://openalex.org/W2136010145","https://openalex.org/W2152473149","https://openalex.org/W2183320519","https://openalex.org/W2275330813","https://openalex.org/W2341917438","https://openalex.org/W2461924407","https://openalex.org/W2472373273","https://openalex.org/W2749718090","https://openalex.org/W2770484296","https://openalex.org/W2782840539","https://openalex.org/W2793052633","https://openalex.org/W2903884776","https://openalex.org/W2904031581","https://openalex.org/W2917438140","https://openalex.org/W2979151279","https://openalex.org/W2997143581","https://openalex.org/W3004661449","https://openalex.org/W3005470619","https://openalex.org/W3014864562","https://openalex.org/W3017915304","https://openalex.org/W3022132740","https://openalex.org/W3043418336","https://openalex.org/W3115762928","https://openalex.org/W4230883143","https://openalex.org/W4231237193","https://openalex.org/W4236649321","https://openalex.org/W4242274930"],"related_works":["https://openalex.org/W2467703615","https://openalex.org/W2009722041","https://openalex.org/W2356567217","https://openalex.org/W2058510934","https://openalex.org/W4226382298","https://openalex.org/W2789740025","https://openalex.org/W2008717013","https://openalex.org/W2487786217","https://openalex.org/W2980760166","https://openalex.org/W3204327501"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
