{"id":"https://openalex.org/W1992343653","doi":"https://doi.org/10.1145/1463434.1463505","title":"Data mining for visual exploration and detection of ecosystem disturbances","display_name":"Data mining for visual exploration and detection of ecosystem disturbances","publication_year":2008,"publication_date":"2008-11-05","ids":{"openalex":"https://openalex.org/W1992343653","doi":"https://doi.org/10.1145/1463434.1463505","mag":"1992343653"},"language":"en","primary_location":{"id":"doi:10.1145/1463434.1463505","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1463434.1463505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems","raw_type":"proceedings-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/A5111603892","display_name":"Haibin Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haibin Cheng","raw_affiliation_strings":["Michigan State University, East Lansing, MI","Michigan State University East Lansing, MI"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071546444","display_name":"Pang\u2010Ning Tan","orcid":"https://orcid.org/0000-0003-3205-0339"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pang-Ning Tan","raw_affiliation_strings":["Michigan State University, East Lansing, MI","Michigan State University East Lansing, MI"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041666616","display_name":"Christopher Potter","orcid":"https://orcid.org/0000-0002-8949-6182"},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Potter","raw_affiliation_strings":["NASA Ames Research Center, Moffett Field, CA"],"affiliations":[{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, CA","institution_ids":["https://openalex.org/I1280536761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089020392","display_name":"Steven Klooster","orcid":null},"institutions":[{"id":"https://openalex.org/I135369504","display_name":"California State University, Monterey Bay","ror":"https://ror.org/00mjdtw98","country_code":"US","type":"education","lineage":["https://openalex.org/I135369504"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Klooster","raw_affiliation_strings":["California State University, Monterey Bay, CA","California State University, Monterey Bay, CA,"],"affiliations":[{"raw_affiliation_string":"California State University, Monterey Bay, CA","institution_ids":["https://openalex.org/I135369504"]},{"raw_affiliation_string":"California State University, Monterey Bay, CA,","institution_ids":["https://openalex.org/I135369504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111603892"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.02866321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9702000021934509,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7887872457504272},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7459127902984619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.628731369972229},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.6124866604804993},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.5901830792427063},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5121938586235046},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.46723705530166626},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.44185903668403625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32046690583229065},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13009804487228394},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10296165943145752}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7887872457504272},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7459127902984619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.628731369972229},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.6124866604804993},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5901830792427063},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5121938586235046},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.46723705530166626},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.44185903668403625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32046690583229065},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13009804487228394},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10296165943145752},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1463434.1463505","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1463434.1463505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.151.6142","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.151.6142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.msu.edu/~ptan/papers/acm-gis-2008.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.419.7679","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.419.7679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.msu.edu/~ptan/papers/GIS2008.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G8196643078","display_name":null,"funder_award_id":"712987","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1501318453","https://openalex.org/W1501404922","https://openalex.org/W1562296822","https://openalex.org/W1585816044","https://openalex.org/W1599300385","https://openalex.org/W1854214752","https://openalex.org/W1934562893","https://openalex.org/W2003863309","https://openalex.org/W2023639956","https://openalex.org/W2037574716","https://openalex.org/W2052152127","https://openalex.org/W2093781966","https://openalex.org/W2097250277","https://openalex.org/W2106963191","https://openalex.org/W2113972697","https://openalex.org/W2114773789","https://openalex.org/W2124194559","https://openalex.org/W2137336591","https://openalex.org/W2149007956","https://openalex.org/W2149501670","https://openalex.org/W2162291811","https://openalex.org/W2166205682","https://openalex.org/W2169649438","https://openalex.org/W2268124356"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Remote":[0],"sensing":[1],"data":[2,35,52],"from":[3,33,105],"Earth":[4],"observation":[5],"satellites":[6],"offer":[7],"unprecedented":[8],"opportunity":[9],"for":[10],"predicting":[11],"and":[12,65,100],"understanding":[13],"the":[14,17,34,49,55,97],"behavior":[15],"of":[16,22,51,85,102],"Earth\u2019s":[18],"ecosystem.":[19],"However,":[20],"because":[21],"their":[23],"massive":[24],"volume,":[25],"extracting":[26],"interesting":[27],"patterns":[28],"such":[29],"as":[30],"ecosystem":[31,69,86,103],"disturbances":[32,104],"is":[36],"a":[37,45,92],"challenging":[38],"task.":[39],"In":[40],"this":[41],"paper,":[42],"we":[43,90],"present":[44],"case":[46],"study":[47],"on":[48],"application":[50],"mining":[53],"to":[54,79,95],"disturbance":[56,87],"event":[57],"detection":[58,101],"problem.":[59],"We":[60,71],"describe":[61],"two":[62],"approaches\u2014moving":[63],"average":[64],"random":[66],"walk\u2014for":[67],"detecting":[68],"disturbances.":[70],"then":[72],"illustrate":[73],"how":[74],"clustering":[75],"can":[76],"be":[77],"used":[78],"identify":[80],"locations":[81],"with":[82],"similar":[83],"incidents":[84],"events.":[88],"Finally,":[89],"develop":[91],"clustering-based":[93],"framework":[94],"aid":[96],"visual":[98],"exploration":[99],"high":[106],"resolution":[107],"vegetation":[108],"cover":[109],"data.":[110]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
