{"id":"https://openalex.org/W31378221","doi":null,"title":"Public Health Surveillance of Toxic Cyanobacteria in Freshwater Systems Using Remote Detection Methods","display_name":"Public Health Surveillance of Toxic Cyanobacteria in Freshwater Systems Using Remote Detection Methods","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W31378221","mag":"31378221"},"language":"en","primary_location":{"id":"pmh:qt1w3686nh","doi":null,"is_oa":true,"landing_page_url":"http://www.escholarship.org/uc/item/1w3686nh","pdf_url":"http://www.escholarship.org/uc/item/1w3686nh","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mackie, Trina Nicole. (2010). Public Health Surveillance of Toxic Cyanobacteria in Freshwater Systems Using Remote Detection Methods. UC Berkeley: Environmental Health Sciences. Retrieved from: http://www.escholarship.org/uc/item/1w3686nh","raw_type":"dissertation"},"volume":null,"type":"dissertation","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.escholarship.org/uc/item/1w3686nh","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041442726","display_name":"Trina Mackie","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Trina Mackie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5041442726"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.0034000000450760126,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.000699999975040555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/toxic-cyanobacteria","display_name":"toxic cyanobacteria","score":0.9010000228881836},{"id":"https://openalex.org/keywords/cyanobacterial-blooms","display_name":"cyanobacterial blooms","score":0.8510000109672546},{"id":"https://openalex.org/keywords/cyanotoxins","display_name":"cyanotoxins","score":0.8230000138282776},{"id":"https://openalex.org/keywords/disease-surveillance","display_name":"disease surveillance","score":0.7009999752044678},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"remote sensing","score":0.8510000109672546},{"id":"https://openalex.org/keywords/hyperspectral-imagery","display_name":"hyperspectral imagery","score":0.8410000205039978},{"id":"https://openalex.org/keywords/ikonos","display_name":"IKONOS","score":0.902999997138977},{"id":"https://openalex.org/keywords/landsat","display_name":"Landsat","score":0.9980000257492065},{"id":"https://openalex.org/keywords/microcystis-aeruginosa","display_name":"Microcystis aeruginosa","score":0.8939999938011169},{"id":"https://openalex.org/keywords/bloom-intensity","display_name":"bloom intensity","score":0.6269999742507935},{"id":"https://openalex.org/keywords/eutrophication","display_name":"eutrophication","score":0.7950000166893005},{"id":"https://openalex.org/keywords/klamath-river","display_name":"Klamath River","score":0.7250000238418579},{"id":"https://openalex.org/keywords/algal-pigments","display_name":"algal pigments","score":0.6919999718666077},{"id":"https://openalex.org/keywords/turbidity","display_name":"turbidity","score":0.7450000047683716},{"id":"https://openalex.org/keywords/satellite-imagery-comparison","display_name":"satellite image comparison","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6670066118240356},{"id":"https://openalex.org/C2779669040","wikidata":"https://www.wikidata.org/wiki/Q93315","display_name":"Cyanobacteria","level":3,"score":0.6344869136810303},{"id":"https://openalex.org/C120305227","wikidata":"https://www.wikidata.org/wiki/Q326139","display_name":"Algal bloom","level":4,"score":0.5854340195655823},{"id":"https://openalex.org/C186699998","wikidata":"https://www.wikidata.org/wiki/Q156698","display_name":"Eutrophication","level":3,"score":0.524125874042511},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37874022126197815},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2871978282928467},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.273306667804718},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19663268327713013},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17562711238861084},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.14578378200531006},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:qt1w3686nh","doi":null,"is_oa":true,"landing_page_url":"http://www.escholarship.org/uc/item/1w3686nh","pdf_url":"http://www.escholarship.org/uc/item/1w3686nh","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mackie, Trina Nicole. (2010). Public Health Surveillance of Toxic Cyanobacteria in Freshwater Systems Using Remote Detection Methods. UC Berkeley: Environmental Health Sciences. Retrieved from: http://www.escholarship.org/uc/item/1w3686nh","raw_type":"dissertation"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt1w3686nh","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/1w3686nh","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"etd"},{"id":"mag:31378221","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/content/qt1w3686nh/qt1w3686nh.pdf?t=mtfeqj","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:qt1w3686nh","doi":null,"is_oa":true,"landing_page_url":"http://www.escholarship.org/uc/item/1w3686nh","pdf_url":"http://www.escholarship.org/uc/item/1w3686nh","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mackie, Trina Nicole. (2010). Public Health Surveillance of Toxic Cyanobacteria in Freshwater Systems Using Remote Detection Methods. UC Berkeley: Environmental Health Sciences. Retrieved from: http://www.escholarship.org/uc/item/1w3686nh","raw_type":"dissertation"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.7778000235557556},{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46810001134872437}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.699999988079071}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308203","display_name":"California Department of Public Health","ror":"https://ror.org/011cc8156"},{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320323401","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25"},{"id":"https://openalex.org/F4320335100","display_name":"Direcci\u00f3n General de Asuntos del Personal Acad\u00e9mico, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W31378221.pdf","grobid_xml":"https://content.openalex.org/works/W31378221.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2749050047","https://openalex.org/W3314905","https://openalex.org/W1831616237","https://openalex.org/W2607215319","https://openalex.org/W2624768737","https://openalex.org/W2750644339","https://openalex.org/W2077315068","https://openalex.org/W853535112","https://openalex.org/W3048252020","https://openalex.org/W2080877396","https://openalex.org/W2104984102","https://openalex.org/W2789292707","https://openalex.org/W2042913559","https://openalex.org/W3028531427","https://openalex.org/W2125303562","https://openalex.org/W2902119068","https://openalex.org/W2001008825","https://openalex.org/W2184614087","https://openalex.org/W2346937411","https://openalex.org/W1483280560"],"abstract_inverted_index":{"Cyanotoxins,":[0],"the":[1,8,50,54,103,149,161,171,188,198,263,317,324,349,356,362,365,375,378,393,406,412,414,428],"group":[2],"of":[3,23,49,86,105,108,154,173,181,190,200,219,243,262,265,355,364,369,377,392],"toxic":[4,191],"chemicals":[5],"produced":[6],"by":[7,313],"blue-green":[9,309],"algae":[10,192,310],"or":[11,257,351],"cyanobacteria":[12,46,155,207,436],"that":[13,409],"can":[14,387],"proliferate":[15],"in":[16,95,116,157,193,222,241,254,367,383,416,435],"fresh":[17],"and":[18,35,41,88,91,97,127,145,152,163,183,228,250,288,305,320,331,341,372],"salt-water,":[19],"cause":[20],"a":[21,269,278,289,389],"range":[22],"harmful":[24,106],"health":[25,139],"effects":[26],"including":[27],"skin":[28],"rashes,":[29],"flu-like":[30],"symptoms,":[31],"nausea,":[32],"diarrhea,":[33],"tingling":[34],"nerve":[36],"damage,":[37,39],"liver":[38],"tumors,":[40],"death":[42],"([1,":[43],"2]).":[44],"Although":[45],"are":[47,112,141],"one":[48],"oldest":[51],"organisms":[52],"on":[53,148,316,323],"planet,":[55],"anthropogenic":[56],"development":[57],"(e.g.":[58],"dams,":[59],"water":[60,81],"diversions,":[61],"nutrient":[62],"rich":[63],"runoff":[64],"from":[65,71,307],"intensive":[66],"agriculture,":[67],"decreased":[68],"impervious":[69],"area":[70,370],"urbanization,":[72],"etc.)":[73],"has":[74],"caused":[75],"many":[76],"watersheds":[77],"to":[78,132,159,177,205,246,251,329,346,360,373,399,431],"lose":[79],"substantial":[80],"volume,":[82],"suffer":[83],"tremendous":[84],"inputs":[85],"nutrients":[87],"other":[89],"organic":[90],"inorganic":[92],"pollutants,":[93],"increase":[94],"temperature":[96],"overall":[98],"become":[99],"more":[100,122,433],"suitable":[101],"for":[102,186,216],"proliferation":[104],"blooms":[107,111,156,249,311],"cyanobacteria.":[109],"Cyanobacteria":[110],"now":[113],"increasingly":[114],"prevalent":[115],"freshwaters":[117],"as":[118,427],"eutrophication":[119],"becomes":[120],"ever":[121],"common":[123],"with":[124,273,283],"human":[125],"stressors,":[126],"climate":[128],"change":[129],"is":[130],"likely":[131],"only":[133],"further":[134],"exacerbate":[135],"this":[136,179,217,232],"problem.":[137],"Public":[138],"professionals":[140],"dependant":[142],"upon":[143],"early":[144,184],"dependable":[146],"information":[147],"presence,":[150],"concentration,":[151],"location":[153],"order":[158],"inform":[160],"public":[162],"reduce":[164],"potential":[165],"exposure.":[166],"This":[167,260],"research":[168,220,336],"project":[169],"evaluated":[170],"efficacy":[172],"remote":[174,202,212,236,266],"sensing":[175,203,213,267,386],"data":[176,299,345],"provide":[178,388,432],"kind":[180,218],"surveillance":[182],"detection":[185],"characterizing":[187],"presence":[189],"freshwater":[194,206],"systems.":[195],"It":[196],"explored":[197],"relevance":[199],"specific":[201],"techniques":[204],"bloom":[208,258,357,366,379,403],"identification.":[209],"The":[210],"various":[211],"platforms":[214,238],"available":[215],"vary":[221],"cost,":[223],"swath":[224],"coverage,":[225],"spatial":[226,275,285,291,425],"scale":[227],"spectral":[229,418],"resolution.":[230],"For":[231],"study,":[233],"three":[234],"different":[235,334,381],"imagery":[237],"were":[239,327,358],"compared":[240],"terms":[242,368],"their":[244],"ability":[245],"identify":[247],"surface":[248],"distinguish":[252],"gradients":[253],"cell":[255],"density":[256,353],"intensity.":[259,404],"exploration":[261],"application":[264],"used":[268,328,338],"hyperspectral":[270],"airborne":[271,342],"sensor":[272],"high":[274,284,352],"resolution":[276,286,292,419,426],"(SpecTIR),":[277],"multispectral":[279,293],"satellite":[280,294,340],"image":[281,295],"also":[282],"(IKONOS),":[287],"lower":[290],"(Landsat).":[296],"Water":[297],"sampling":[298],"(algal":[300],"pigment":[301],"concentrations,":[302],"turbidity,":[303],"transparency,":[304],"temperature)":[306],"known":[308],"dominated":[312],"microcystis":[314],"aeruginosa":[315],"Iron":[318],"Gate":[319],"Copco":[321],"Reservoirs":[322],"Klamath":[325],"River":[326],"evaluate":[330],"classify":[332],"these":[333],"images.This":[335],"successfully":[337],"both":[339],"remotely":[343],"sensed":[344],"visualize":[347],"where":[348],"medium":[350],"sections":[354],"located,":[359],"quantify":[361],"intensity":[363,376],"impacted,":[371],"compare":[374],"at":[380],"dates":[382],"time.":[384],"Remote":[385],"synoptic":[390],"overview":[391],"entire":[394],"system,":[395],"making":[396],"it":[397],"possible":[398],"truly":[400],"assess":[401],"relative":[402],"Furthermore":[405],"results":[407],"indicate":[408],"when":[410],"given":[411],"choice,":[413],"investment":[415],"higher":[417,424],"should":[420],"be":[421],"chosen":[422],"over":[423],"former":[429],"appears":[430],"benefits":[434],"detection.":[437]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
