{"id":"https://openalex.org/W7127072025","doi":"https://doi.org/10.1007/s42496-026-00309-4","title":"Geospatial Technologies for Flood and Drought Management: A Review of Earth Observation Data, Procedures, and their Operational Effectiveness","display_name":"Geospatial Technologies for Flood and Drought Management: A Review of Earth Observation Data, Procedures, and their Operational Effectiveness","publication_year":2026,"publication_date":"2026-02-02","ids":{"openalex":"https://openalex.org/W7127072025","doi":"https://doi.org/10.1007/s42496-026-00309-4"},"language":"en","primary_location":{"id":"doi:10.1007/s42496-026-00309-4","doi":"https://doi.org/10.1007/s42496-026-00309-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42496-026-00309-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42496-026-00309-4.pdf","source":{"id":"https://openalex.org/S4210212388","display_name":"Aerotecnica Missili & Spazio","issn_l":"0365-7442","issn":["0365-7442","2524-6968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aerotecnica Missili &amp; Spazio","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42496-026-00309-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070922530","display_name":"Sona Gul\u0131yeva","orcid":"https://orcid.org/0000-0002-3833-3738","observed_orcids":["https://orcid.org/0000-0002-3833-3738"]},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sona Guliyeva","raw_affiliation_strings":["SDG11lab, Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Viale Pier Andrea Mattioli, 39, Torino, 10125, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3833-3738","affiliations":[{"raw_affiliation_string":"SDG11lab, Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Viale Pier Andrea Mattioli, 39, Torino, 10125, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022802815","display_name":"Piero Boccardo","orcid":"https://orcid.org/0000-0003-4565-7332","observed_orcids":["https://orcid.org/0000-0003-4565-7332"]},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piero Boccardo","raw_affiliation_strings":["SDG11lab, Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Viale Pier Andrea Mattioli, 39, Torino, 10125, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4565-7332","affiliations":[{"raw_affiliation_string":"SDG11lab, Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Viale Pier Andrea Mattioli, 39, Torino, 10125, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070922530"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":1.8479,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78477459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"105","issue":"5","first_page":"707","last_page":"728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9980000257492065,"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":0.9980000257492065,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.0006000000284984708,"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/T14359","display_name":"Wetland Management and Conservation","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/flood-management","display_name":"flood management","score":0.8460000157356262},{"id":"https://openalex.org/keywords/drought-management","display_name":"drought management","score":0.9990000128746033},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.9259999990463257},{"id":"https://openalex.org/keywords/geospatial-technologies","display_name":"geotechnologies","score":0.8370000123977661},{"id":"https://openalex.org/keywords/disaster-management","display_name":"disaster management","score":0.6520000100135803},{"id":"https://openalex.org/keywords/multi-source-data-fusion","display_name":"multi-source data fusion","score":0.9120000004768372},{"id":"https://openalex.org/keywords/data-interoperability","display_name":"data interoperability","score":0.6620000004768372},{"id":"https://openalex.org/keywords/compound-hazards","display_name":"compound hazards","score":0.8370000123977661},{"id":"https://openalex.org/keywords/climate-change-adaptation","display_name":"climate change adaptation","score":0.7459999918937683},{"id":"https://openalex.org/keywords/multi-hazard-resilience","display_name":"multi-hazard resilience","score":0.9399999976158142},{"id":"https://openalex.org/keywords/lidar","display_name":"LiDAR","score":0.8270000219345093},{"id":"https://openalex.org/keywords/thermal-infrared","display_name":"thermal infrared","score":0.7519999742507935},{"id":"https://openalex.org/keywords/service-oriented-platform","display_name":"service-oriented platform","score":0.625},{"id":"https://openalex.org/keywords/hydrological-monitoring","display_name":"hydrological monitoring","score":0.6069999933242798}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8489000201225281},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.6251000165939331},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5874999761581421},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.5634999871253967},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5285000205039978},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5091999769210815},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.4275999963283539},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.400299996137619},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.36719998717308044},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C80368990","wikidata":"https://www.wikidata.org/wiki/Q3046459","display_name":"Earth system science","level":2,"score":0.3562000095844269},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3546999990940094},{"id":"https://openalex.org/C12780434","wikidata":"https://www.wikidata.org/wiki/Q619798","display_name":"Geomatics","level":2,"score":0.3529999852180481},{"id":"https://openalex.org/C3018653863","wikidata":"https://www.wikidata.org/wiki/Q5281355","display_name":"Disaster response","level":3,"score":0.3391999900341034},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.32359999418258667},{"id":"https://openalex.org/C115343472","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Global warming","level":3,"score":0.29179999232292175},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C2778964270","wikidata":"https://www.wikidata.org/wiki/Q7097774","display_name":"Operational efficiency","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2655999958515167},{"id":"https://openalex.org/C133830359","wikidata":"https://www.wikidata.org/wiki/Q81041","display_name":"Water cycle","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.262800008058548},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.2542000114917755}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42496-026-00309-4","doi":"https://doi.org/10.1007/s42496-026-00309-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42496-026-00309-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42496-026-00309-4.pdf","source":{"id":"https://openalex.org/S4210212388","display_name":"Aerotecnica Missili & Spazio","issn_l":"0365-7442","issn":["0365-7442","2524-6968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aerotecnica Missili &amp; Spazio","raw_type":"journal-article"},{"id":"pmh:oai:iris.polito.it:11583/3007848","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11583/3007848","pdf_url":null,"source":{"id":"https://openalex.org/S7407055329","display_name":"PORTO@Iris","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s42496-026-00309-4","doi":"https://doi.org/10.1007/s42496-026-00309-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42496-026-00309-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42496-026-00309-4.pdf","source":{"id":"https://openalex.org/S4210212388","display_name":"Aerotecnica Missili & Spazio","issn_l":"0365-7442","issn":["0365-7442","2524-6968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aerotecnica Missili &amp; Spazio","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.6618000268936157,"id":"https://metadata.un.org/sdg/6"},{"display_name":"Climate action","score":0.5351999998092651,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7127072025.pdf","grobid_xml":"https://content.openalex.org/works/W7127072025.grobid-xml"},"referenced_works_count":101,"referenced_works":["https://openalex.org/W1797005938","https://openalex.org/W1894305952","https://openalex.org/W2014411764","https://openalex.org/W2043607614","https://openalex.org/W2074504304","https://openalex.org/W2101678239","https://openalex.org/W2214925434","https://openalex.org/W2224148623","https://openalex.org/W2517315775","https://openalex.org/W2727741216","https://openalex.org/W2782879444","https://openalex.org/W2785383945","https://openalex.org/W2802261408","https://openalex.org/W2802274999","https://openalex.org/W2891479069","https://openalex.org/W2913300173","https://openalex.org/W2940449802","https://openalex.org/W2944681096","https://openalex.org/W2969292133","https://openalex.org/W2971855613","https://openalex.org/W2972567171","https://openalex.org/W2979717888","https://openalex.org/W2995991373","https://openalex.org/W2998039052","https://openalex.org/W3006213010","https://openalex.org/W3006666823","https://openalex.org/W3009961211","https://openalex.org/W3044441963","https://openalex.org/W3047839448","https://openalex.org/W3047888284","https://openalex.org/W3048034423","https://openalex.org/W3081127859","https://openalex.org/W3113012602","https://openalex.org/W3134135870","https://openalex.org/W3164894235","https://openalex.org/W3173133567","https://openalex.org/W3183867023","https://openalex.org/W3188791443","https://openalex.org/W3194497111","https://openalex.org/W3198402909","https://openalex.org/W3213157476","https://openalex.org/W4200302547","https://openalex.org/W4200430642","https://openalex.org/W4214882912","https://openalex.org/W4220957733","https://openalex.org/W4229003073","https://openalex.org/W4280605424","https://openalex.org/W4281382652","https://openalex.org/W4285045592","https://openalex.org/W4289205502","https://openalex.org/W4289867705","https://openalex.org/W4297238420","https://openalex.org/W4303980638","https://openalex.org/W4309151540","https://openalex.org/W4311529236","https://openalex.org/W4312139139","https://openalex.org/W4313560380","https://openalex.org/W4316661017","https://openalex.org/W4317733181","https://openalex.org/W4318483601","https://openalex.org/W4328119685","https://openalex.org/W4362584548","https://openalex.org/W4366828281","https://openalex.org/W4379799073","https://openalex.org/W4380372962","https://openalex.org/W4382177963","https://openalex.org/W4386740249","https://openalex.org/W4387876929","https://openalex.org/W4389742065","https://openalex.org/W4390498974","https://openalex.org/W4390777005","https://openalex.org/W4390828540","https://openalex.org/W4391069306","https://openalex.org/W4391753792","https://openalex.org/W4391797470","https://openalex.org/W4392353381","https://openalex.org/W4392720648","https://openalex.org/W4394730842","https://openalex.org/W4396217724","https://openalex.org/W4399737919","https://openalex.org/W4400682910","https://openalex.org/W4400966117","https://openalex.org/W4402326960","https://openalex.org/W4402616045","https://openalex.org/W4402989406","https://openalex.org/W4403431025","https://openalex.org/W4403942954","https://openalex.org/W4404229567","https://openalex.org/W4405747563","https://openalex.org/W4406060078","https://openalex.org/W4406241704","https://openalex.org/W4406273219","https://openalex.org/W4406759185","https://openalex.org/W4408253607","https://openalex.org/W4410866378","https://openalex.org/W4411885971","https://openalex.org/W4412069459","https://openalex.org/W4412094615","https://openalex.org/W4412775917","https://openalex.org/W4413003464","https://openalex.org/W4413826678"],"related_works":["https://openalex.org/W7110622561","https://openalex.org/W7164203201","https://openalex.org/W7128953269","https://openalex.org/W4413543123","https://openalex.org/W3092330276","https://openalex.org/W7095797388","https://openalex.org/W4407078069","https://openalex.org/W7160329356","https://openalex.org/W4312733976","https://openalex.org/W7133271711"],"abstract_inverted_index":{"Floods":[0],"and":[1,17,24,33,38,71,85,105,108,111,118,147,165,178,196,199,212],"droughts":[2],"represent":[3],"two":[4],"of":[5,26,68,82,95,124,130,188],"the":[6,65,79,93,128,131,185],"most":[7],"widespread":[8],"hydrological":[9,117],"hazards,":[10,28],"frequently":[11],"leading":[12],"to":[13,58,173,204],"large-scale":[14],"socioeconomic":[15],"disruption":[16],"long-term":[18],"environmental":[19,119],"degradation.":[20],"The":[21,154,182],"increasing":[22],"frequency":[23],"intensity":[25],"these":[27],"driven":[29],"by":[30],"climate":[31,192],"change":[32],"rapid":[34],"urbanization,":[35],"require":[36],"advanced":[37],"timely":[39],"response":[40,89,148],"mechanisms.":[41],"Geospatial":[42],"technologies,":[43],"particularly":[44],"Earth":[45],"Observation":[46],"(EO),":[47],"have":[48],"become":[49],"essential":[50],"in":[51,114,159,190],"this":[52,125],"context,":[53],"providing":[54],"multi-scale,":[55],"near-real-time":[56],"information":[57],"support":[59],"disaster":[60],"management.":[61],"This":[62],"review":[63,155],"synthesizes":[64],"current":[66],"state":[67],"EO-based":[69],"flood":[70],"drought":[72],"management,":[73],"with":[74,201],"a":[75],"specific":[76],"focus":[77],"on":[78],"operational":[80,152,207],"integration":[81,143],"EO":[83,97,133,140,189],"data":[84,141,161,174],"procedures":[86],"across":[87,209],"key":[88],"substages.":[90],"It":[91],"assesses":[92],"capabilities":[94],"core":[96],"sensor":[98],"families,":[99],"including":[100],"optical,":[101],"thermal":[102],"infrared,":[103],"active":[104],"passive":[106],"microwave,":[107],"Light":[109],"Detection":[110],"Ranging":[112],"(LiDAR),":[113],"monitoring":[115],"critical":[116],"variables.":[120],"A":[121],"central":[122],"contribution":[123],"study":[126],"is":[127],"development":[129],"Operational":[132],"Integration":[134],"Framework":[135],"(OEI-F),":[136],"which":[137],"systematically":[138],"aligns":[139],"types,":[142],"approaches,":[144],"spatial":[145],"scales,":[146],"substages":[149],"within":[150],"an":[151],"context.":[153],"further":[156],"examines":[157],"advances":[158],"multi-source":[160],"fusion,":[162],"EO-derived":[163],"indicators,":[164],"service-oriented":[166],"platforms,":[167],"while":[168],"identifying":[169],"persistent":[170],"challenges":[171],"related":[172],"interoperability,":[175],"institutional":[176],"uptake,":[177],"compound":[179],"hazard":[180],"monitoring.":[181],"findings":[183],"underscore":[184],"pivotal":[186],"role":[187],"strengthening":[191],"adaptation,":[193],"multi-hazard":[194],"resilience,":[195],"evidence-based":[197],"decision-making,":[198],"conclude":[200],"strategic":[202],"recommendations":[203],"enhance":[205],"its":[206],"effectiveness":[208],"technological,":[210],"organizational,":[211],"policy":[213],"dimensions.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-21T09:56:26.102985","created_date":"2026-02-03T00:00:00"}
