{"id":"https://openalex.org/W7138845926","doi":"https://doi.org/10.1016/j.ecoinf.2026.103722","title":"Edge effects on evapotranspiration from tropical forest fragments","display_name":"Edge effects on evapotranspiration from tropical forest fragments","publication_year":2026,"publication_date":"2026-03-18","ids":{"openalex":"https://openalex.org/W7138845926","doi":"https://doi.org/10.1016/j.ecoinf.2026.103722"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2026.103722","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2026.103722","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.ecoinf.2026.103722","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076435080","display_name":"Alejandra Guadalupe Valdes-Uribe","orcid":null},"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":true,"raw_author_name":"Alejandra Vald\u00e9s-Uribe","raw_affiliation_strings":["Tropical Silviculture and Forest Ecology, University of Goettingen, B\u00fcsgenweg 1, 37077 G\u00f6ttingen, Germany"],"affiliations":[{"raw_affiliation_string":"Tropical Silviculture and Forest Ecology, University of Goettingen, B\u00fcsgenweg 1, 37077 G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130154749","display_name":"Dirk H\u00f6lscher","orcid":null},"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":"Dirk H\u00f6lscher","raw_affiliation_strings":["Centre of Biodiversity and Sustainable Land Use, University of Goettingen, B\u00fcsgenweg 1, 37073 G\u00f6ttingen, Germany","Tropical Silviculture and Forest Ecology, University of Goettingen, B\u00fcsgenweg 1, 37077 G\u00f6ttingen, Germany"],"affiliations":[{"raw_affiliation_string":"Centre of Biodiversity and Sustainable Land Use, University of Goettingen, B\u00fcsgenweg 1, 37073 G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]},{"raw_affiliation_string":"Tropical Silviculture and Forest Ecology, University of Goettingen, B\u00fcsgenweg 1, 37077 G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076435080"],"corresponding_institution_ids":["https://openalex.org/I74656192"],"apc_list":{"value":2510,"currency":"USD","value_usd":2510},"apc_paid":{"value":2510,"currency":"USD","value_usd":2510},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73930297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"95","issue":null,"first_page":"103722","last_page":"103722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9957000017166138,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9957000017166138,"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":0.0010000000474974513,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/evapotranspiration","display_name":"Evapotranspiration","score":0.8508999943733215},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.6672000288963318},{"id":"https://openalex.org/keywords/tropical-forest","display_name":"Tropical forest","score":0.6523000001907349},{"id":"https://openalex.org/keywords/tropical-climate","display_name":"Tropical climate","score":0.47999998927116394},{"id":"https://openalex.org/keywords/forest-cover","display_name":"Forest cover","score":0.43880000710487366},{"id":"https://openalex.org/keywords/spatial-ecology","display_name":"Spatial ecology","score":0.4343000054359436},{"id":"https://openalex.org/keywords/tree-canopy","display_name":"Tree canopy","score":0.4320000112056732},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.41040000319480896},{"id":"https://openalex.org/keywords/tropics","display_name":"Tropics","score":0.4099000096321106}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.8508999943733215},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.6672000288963318},{"id":"https://openalex.org/C2776285232","wikidata":"https://www.wikidata.org/wiki/Q1048194","display_name":"Tropical forest","level":2,"score":0.6523000001907349},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6412000060081482},{"id":"https://openalex.org/C2776172968","wikidata":"https://www.wikidata.org/wiki/Q135712","display_name":"Tropical climate","level":2,"score":0.47999998927116394},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.4505000114440918},{"id":"https://openalex.org/C2986088632","wikidata":"https://www.wikidata.org/wiki/Q4259364","display_name":"Forest cover","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.4343000054359436},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.4320000112056732},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.41040000319480896},{"id":"https://openalex.org/C50660011","wikidata":"https://www.wikidata.org/wiki/Q42530","display_name":"Tropics","level":2,"score":0.4099000096321106},{"id":"https://openalex.org/C198979508","wikidata":"https://www.wikidata.org/wiki/Q913302","display_name":"Forest fragmentation","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.38830000162124634},{"id":"https://openalex.org/C108216600","wikidata":"https://www.wikidata.org/wiki/Q511668","display_name":"Tropical and subtropical dry broadleaf forests","level":2,"score":0.3630000054836273},{"id":"https://openalex.org/C9777977","wikidata":"https://www.wikidata.org/wiki/Q146575","display_name":"Dry season","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.32600000500679016},{"id":"https://openalex.org/C2993895817","wikidata":"https://www.wikidata.org/wiki/Q199403","display_name":"Tropical rain forest","level":3,"score":0.3199999928474426},{"id":"https://openalex.org/C173727882","wikidata":"https://www.wikidata.org/wiki/Q5153620","display_name":"Common spatial pattern","level":2,"score":0.3172000050544739},{"id":"https://openalex.org/C52322663","wikidata":"https://www.wikidata.org/wiki/Q3117517","display_name":"Wet season","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2928999960422516},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.2879999876022339},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.2867000102996826},{"id":"https://openalex.org/C32957820","wikidata":"https://www.wikidata.org/wiki/Q215108","display_name":"Microclimate","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C73935091","wikidata":"https://www.wikidata.org/wiki/Q2249329","display_name":"Forest ecology","level":3,"score":0.2833999991416931},{"id":"https://openalex.org/C175570560","wikidata":"https://www.wikidata.org/wiki/Q2029312","display_name":"Ordination","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C2619416","wikidata":"https://www.wikidata.org/wiki/Q9444","display_name":"Rainforest","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C69514717","wikidata":"https://www.wikidata.org/wiki/Q2363192","display_name":"Ecohydrology","level":3,"score":0.2590000033378601}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ecoinf.2026.103722","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2026.103722","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ecoinf.2026.103722","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2026.103722","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8267233967781067}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321870","display_name":"Georg-August-Universit\u00e4t G\u00f6ttingen","ror":"https://ror.org/01y9bpm73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W860709896","https://openalex.org/W1206355369","https://openalex.org/W1831050183","https://openalex.org/W1841289741","https://openalex.org/W1965335994","https://openalex.org/W1968272334","https://openalex.org/W1974203119","https://openalex.org/W1975528969","https://openalex.org/W1981213426","https://openalex.org/W1995774672","https://openalex.org/W1998025025","https://openalex.org/W2002907683","https://openalex.org/W2016435092","https://openalex.org/W2020997422","https://openalex.org/W2022224360","https://openalex.org/W2027095096","https://openalex.org/W2027864410","https://openalex.org/W2033566025","https://openalex.org/W2037356735","https://openalex.org/W2038469696","https://openalex.org/W2052031773","https://openalex.org/W2053189959","https://openalex.org/W2065808625","https://openalex.org/W2074082212","https://openalex.org/W2074706890","https://openalex.org/W2076111734","https://openalex.org/W2101533089","https://openalex.org/W2105739041","https://openalex.org/W2110778670","https://openalex.org/W2111684210","https://openalex.org/W2113534973","https://openalex.org/W2115981223","https://openalex.org/W2122892105","https://openalex.org/W2126461058","https://openalex.org/W2127597920","https://openalex.org/W2127657748","https://openalex.org/W2129859781","https://openalex.org/W2138804088","https://openalex.org/W2149752076","https://openalex.org/W2153873785","https://openalex.org/W2162348455","https://openalex.org/W2169286869","https://openalex.org/W2169975508","https://openalex.org/W2189344571","https://openalex.org/W2214355900","https://openalex.org/W2215152799","https://openalex.org/W2236184229","https://openalex.org/W2320608943","https://openalex.org/W2338318698","https://openalex.org/W2528240661","https://openalex.org/W2541612401","https://openalex.org/W2586819609","https://openalex.org/W2596754347","https://openalex.org/W2602069657","https://openalex.org/W2616962235","https://openalex.org/W2749106749","https://openalex.org/W2755735529","https://openalex.org/W2773188111","https://openalex.org/W2787970086","https://openalex.org/W2788004014","https://openalex.org/W2788527386","https://openalex.org/W2792092426","https://openalex.org/W2803804780","https://openalex.org/W2890263737","https://openalex.org/W2896016035","https://openalex.org/W2896071524","https://openalex.org/W2902628948","https://openalex.org/W2904305602","https://openalex.org/W2909496043","https://openalex.org/W2969452551","https://openalex.org/W2972592332","https://openalex.org/W3005619609","https://openalex.org/W3006705642","https://openalex.org/W3010395203","https://openalex.org/W3013121268","https://openalex.org/W3014501446","https://openalex.org/W3020463946","https://openalex.org/W3094643344","https://openalex.org/W3097937390","https://openalex.org/W3112992694","https://openalex.org/W3114928803","https://openalex.org/W3117029324","https://openalex.org/W3123594945","https://openalex.org/W3127060800","https://openalex.org/W3134588381","https://openalex.org/W3152789935","https://openalex.org/W3160233173","https://openalex.org/W3176956337","https://openalex.org/W3196326529","https://openalex.org/W3198306493","https://openalex.org/W4220861191","https://openalex.org/W4285590095","https://openalex.org/W4306641738","https://openalex.org/W4324144463","https://openalex.org/W4380048116","https://openalex.org/W4388448546","https://openalex.org/W4401835632","https://openalex.org/W4405248700","https://openalex.org/W4406068657","https://openalex.org/W4413207952","https://openalex.org/W4416418095"],"related_works":[],"abstract_inverted_index":{"Evapotranspiration":[0,208],"(ET)":[1,209],"is":[2],"a":[3,82,131,195],"key":[4],"component":[5],"of":[6,10,58,67,86,106,133,185],"the":[7,37,56,96,104,114,153,181],"climate-regulating":[8],"function":[9,184],"tropical":[11,205],"forests.":[12],"In":[13],"fragmented":[14],"landscapes,":[15],"forest":[16,42,76,138,162,214],"edges":[17,151,163],"may":[18,192],"significantly":[19],"influence":[20],"spatial":[21,83],"variation":[22],"in":[23,44,120,198,203,212,216,226],"ET,":[24],"but":[25],"this":[26,176],"aspect":[27],"remains":[28],"insufficiently":[29],"studied.":[30],"Here,":[31],"we":[32],"examine":[33],"ET":[34,59,71,111,167,219],"patterns":[35,127],"during":[36],"wet":[38,169],"season":[39],"across":[40],"83":[41,213],"fragments":[43,191,215],"western":[45],"Ecuador":[46],"using":[47],"ECOSTRESS":[48],"satellite":[49],"observations.":[50],"A":[51,74],"changepoint":[52],"analysis":[53,101],"showed":[54],"that":[55,161],"frequency":[57],"shifts":[60],"increased":[61,220],"toward":[62,222],"fragment":[63],"edges,":[64,115,223],"with":[65,78,122,224,239],"61%":[66],"cases":[68],"displaying":[69],"higher":[70],"near":[72,113],"edges.":[73],"random":[75],"model":[77],"target-oriented":[79],"cross-validation":[80],"achieved":[81],"prediction":[84],"accuracy":[85],"64%,":[87],"identifying":[88],"elevation,":[89],"aridity,":[90],"and":[91,119,142,242],"distance":[92],"to":[93,172],"edge":[94,107,140,236],"as":[95],"most":[97,227],"important":[98],"predictors.":[99],"SHAP":[100,233],"further":[102,156],"emphasized":[103],"role":[105,197],"effects,":[108],"revealing":[109],"greater":[110],"rates":[112],"particularly":[116],"at":[117,150],"mid-elevations":[118],"areas":[121],"high":[123,147],"canopy":[124,240],"cover.":[125],"These":[126],"likely":[128],"resulted":[129],"from":[130],"combination":[132],"factors,":[134],"including":[135],"climatic":[136],"conditions,":[137,170],"structure,":[139],"orientation,":[141],"surrounding":[143],"land-use":[144],"types.":[145],"The":[146],"variability":[148],"observed":[149],"underscores":[152],"need":[154],"for":[155,180],"investigation.":[157],"Our":[158],"findings":[159],"suggest":[160],"can":[164],"locally":[165],"enhance":[166],"under":[168],"contributing":[171],"microclimatic":[173],"regulation.":[174],"While":[175],"does":[177],"not":[178],"substitute":[179],"broader":[182],"climate":[183],"intact,":[186],"continuous":[187],"forest,":[188],"small":[189],"remnant":[190],"still":[193],"play":[194],"meaningful":[196],"sustaining":[199],"local":[200],"hydrological":[201],"processes":[202],"human-modified":[204],"landscapes.":[206],"\u2022":[207,218,229],"was":[210],"assessed":[211],"Ecuador.":[217],"nonlinearly":[221],"enhancement":[225],"cases.":[228],"Explainable":[230],"machine":[231],"learning,":[232],"analyses,":[234],"indicate":[235],"effects":[237],"interaction":[238],"cover":[241],"elevation.":[243]},"counts_by_year":[],"updated_date":"2026-04-09T06:08:40.794217","created_date":"2026-03-20T00:00:00"}
