{"id":"https://openalex.org/W4387458346","doi":"https://doi.org/10.3390/rs15194866","title":"Advancing Skyborne Technologies and High-Resolution Satellites for Pasture Monitoring and Improved Management: A Review","display_name":"Advancing Skyborne Technologies and High-Resolution Satellites for Pasture Monitoring and Improved Management: A Review","publication_year":2023,"publication_date":"2023-10-08","ids":{"openalex":"https://openalex.org/W4387458346","doi":"https://doi.org/10.3390/rs15194866"},"language":"en","primary_location":{"id":"doi:10.3390/rs15194866","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194866","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4866/pdf?version=1696749917","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/19/4866/pdf?version=1696749917","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067528265","display_name":"Michael Gbenga Ogungbuyi","orcid":"https://orcid.org/0000-0003-1745-2700"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Michael Gbenga Ogungbuyi","raw_affiliation_strings":["Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia"],"affiliations":[{"raw_affiliation_string":"Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074828148","display_name":"CL Mohammed","orcid":"https://orcid.org/0000-0002-2878-1094"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Caroline Mohammed","raw_affiliation_strings":["Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia"],"affiliations":[{"raw_affiliation_string":"Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090471800","display_name":"Iffat Ara","orcid":"https://orcid.org/0000-0001-6289-241X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Iffat Ara","raw_affiliation_strings":["Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia"],"affiliations":[{"raw_affiliation_string":"Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071180889","display_name":"Andrew M. Fischer","orcid":"https://orcid.org/0000-0001-5284-6428"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew M. Fischer","raw_affiliation_strings":["Institute for Marine and Antarctic Studies, University of Tasmania, Launceston, TAS 7248, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Marine and Antarctic Studies, University of Tasmania, Launceston, TAS 7248, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067962267","display_name":"Matthew Tom Harrison","orcid":"https://orcid.org/0000-0001-7425-452X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Matthew Tom Harrison","raw_affiliation_strings":["Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia"],"affiliations":[{"raw_affiliation_string":"Tasmanian Institute of Agriculture, University of Tasmania, Launceston, TAS 7248, Australia","institution_ids":["https://openalex.org/I129801699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067528265"],"corresponding_institution_ids":["https://openalex.org/I129801699"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.45,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94543094,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"19","first_page":"4866","last_page":"4866"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.994700014591217,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6736921072006226},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5945181250572205},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5895283222198486},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5590100288391113},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.48223790526390076},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47118571400642395},{"id":"https://openalex.org/keywords/pasture","display_name":"Pasture","score":0.4350113272666931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4272727966308594},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3722027540206909},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.20247846841812134},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18924963474273682}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6736921072006226},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5945181250572205},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5895283222198486},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5590100288391113},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.48223790526390076},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47118571400642395},{"id":"https://openalex.org/C2778053677","wikidata":"https://www.wikidata.org/wiki/Q30121","display_name":"Pasture","level":2,"score":0.4350113272666931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4272727966308594},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3722027540206909},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.20247846841812134},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18924963474273682},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15194866","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194866","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4866/pdf?version=1696749917","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0e3fbf9a48c84ae6abf9c10d5134d098","is_oa":true,"landing_page_url":"https://doaj.org/article/0e3fbf9a48c84ae6abf9c10d5134d098","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 19, p 4866 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15194866","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194866","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4866/pdf?version=1696749917","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320609","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387458346.pdf"},"referenced_works_count":241,"referenced_works":["https://openalex.org/W334116844","https://openalex.org/W750152938","https://openalex.org/W1422951831","https://openalex.org/W1540699539","https://openalex.org/W1560087860","https://openalex.org/W1676255690","https://openalex.org/W1744340417","https://openalex.org/W1759991378","https://openalex.org/W1839139904","https://openalex.org/W1964585978","https://openalex.org/W1966163375","https://openalex.org/W1966614564","https://openalex.org/W1968123219","https://openalex.org/W1970219967","https://openalex.org/W1972173745","https://openalex.org/W1974820932","https://openalex.org/W1982356738","https://openalex.org/W1983022821","https://openalex.org/W1984745080","https://openalex.org/W1985673663","https://openalex.org/W1986806303","https://openalex.org/W1991586307","https://openalex.org/W1996470176","https://openalex.org/W1997461353","https://openalex.org/W1999694824","https://openalex.org/W2000485651","https://openalex.org/W2001731209","https://openalex.org/W2004046975","https://openalex.org/W2004520140","https://openalex.org/W2005815191","https://openalex.org/W2015452551","https://openalex.org/W2018627383","https://openalex.org/W2020395972","https://openalex.org/W2024489098","https://openalex.org/W2031384189","https://openalex.org/W2032164272","https://openalex.org/W2033541309","https://openalex.org/W2036526688","https://openalex.org/W2038773526","https://openalex.org/W2039814090","https://openalex.org/W2040134181","https://openalex.org/W2040918268","https://openalex.org/W2041084407","https://openalex.org/W2041655861","https://openalex.org/W2046339492","https://openalex.org/W2046708214","https://openalex.org/W2051855095","https://openalex.org/W2054034328","https://openalex.org/W2054284355","https://openalex.org/W2057505394","https://openalex.org/W2060146954","https://openalex.org/W2062539127","https://openalex.org/W2064009009","https://openalex.org/W2064867254","https://openalex.org/W2065051496","https://openalex.org/W2070108121","https://openalex.org/W2076524499","https://openalex.org/W2077264606","https://openalex.org/W2079533864","https://openalex.org/W2081383123","https://openalex.org/W2083086404","https://openalex.org/W2083583610","https://openalex.org/W2089733569","https://openalex.org/W2090558102","https://openalex.org/W2091867373","https://openalex.org/W2096117357","https://openalex.org/W2101955040","https://openalex.org/W2107830176","https://openalex.org/W2112595743","https://openalex.org/W2113249403","https://openalex.org/W2113281985","https://openalex.org/W2113386182","https://openalex.org/W2113977288","https://openalex.org/W2115695811","https://openalex.org/W2125022719","https://openalex.org/W2131270730","https://openalex.org/W2131696296","https://openalex.org/W2133514990","https://openalex.org/W2136256197","https://openalex.org/W2137455749","https://openalex.org/W2137754848","https://openalex.org/W2139897488","https://openalex.org/W2142196438","https://openalex.org/W2146069797","https://openalex.org/W2146947739","https://openalex.org/W2147835899","https://openalex.org/W2148675484","https://openalex.org/W2153931341","https://openalex.org/W2156819967","https://openalex.org/W2167835673","https://openalex.org/W2170279987","https://openalex.org/W2175541029","https://openalex.org/W2180368003","https://openalex.org/W2206416271","https://openalex.org/W2207919003","https://openalex.org/W2212201313","https://openalex.org/W2219300004","https://openalex.org/W2252301886","https://openalex.org/W2265658348","https://openalex.org/W2267418090","https://openalex.org/W2274033311","https://openalex.org/W2287746267","https://openalex.org/W2313541398","https://openalex.org/W2316591924","https://openalex.org/W2342842420","https://openalex.org/W2377974452","https://openalex.org/W2415702944","https://openalex.org/W2472535721","https://openalex.org/W2507377849","https://openalex.org/W2507863315","https://openalex.org/W2515921946","https://openalex.org/W2518218628","https://openalex.org/W2520908020","https://openalex.org/W2538322821","https://openalex.org/W2561415527","https://openalex.org/W2571032745","https://openalex.org/W2572384894","https://openalex.org/W2582705054","https://openalex.org/W2587041944","https://openalex.org/W2610524457","https://openalex.org/W2613794661","https://openalex.org/W2619397699","https://openalex.org/W2621920382","https://openalex.org/W2751223463","https://openalex.org/W2760102044","https://openalex.org/W2769211141","https://openalex.org/W2784279099","https://openalex.org/W2788471421","https://openalex.org/W2788933882","https://openalex.org/W2789470927","https://openalex.org/W2800905579","https://openalex.org/W2801257615","https://openalex.org/W2802130085","https://openalex.org/W2803943838","https://openalex.org/W2806394060","https://openalex.org/W2808473402","https://openalex.org/W2809294445","https://openalex.org/W2810257918","https://openalex.org/W2884048788","https://openalex.org/W2889940739","https://openalex.org/W2890915123","https://openalex.org/W2892428434","https://openalex.org/W2895112044","https://openalex.org/W2896531665","https://openalex.org/W2904490713","https://openalex.org/W2906150950","https://openalex.org/W2908689117","https://openalex.org/W2909804670","https://openalex.org/W2911713343","https://openalex.org/W2912247000","https://openalex.org/W2912791052","https://openalex.org/W2913483707","https://openalex.org/W2913912451","https://openalex.org/W2914007813","https://openalex.org/W2914212218","https://openalex.org/W2921484662","https://openalex.org/W2922249453","https://openalex.org/W2922983484","https://openalex.org/W2927020358","https://openalex.org/W2930077704","https://openalex.org/W2939270974","https://openalex.org/W2942999226","https://openalex.org/W2948136216","https://openalex.org/W2950023940","https://openalex.org/W2950294063","https://openalex.org/W2954002298","https://openalex.org/W2959777560","https://openalex.org/W2963633034","https://openalex.org/W2964457675","https://openalex.org/W2964594233","https://openalex.org/W2970582023","https://openalex.org/W2970968650","https://openalex.org/W2978412572","https://openalex.org/W2981301710","https://openalex.org/W2981500096","https://openalex.org/W2982817363","https://openalex.org/W2985254759","https://openalex.org/W2989732129","https://openalex.org/W2990827887","https://openalex.org/W2991580893","https://openalex.org/W2993388011","https://openalex.org/W2995638189","https://openalex.org/W2995962329","https://openalex.org/W3007233575","https://openalex.org/W3007340529","https://openalex.org/W3008886252","https://openalex.org/W3010543643","https://openalex.org/W3010956531","https://openalex.org/W3014816696","https://openalex.org/W3015075142","https://openalex.org/W3015797398","https://openalex.org/W3017005490","https://openalex.org/W3017351431","https://openalex.org/W3018306554","https://openalex.org/W3020917982","https://openalex.org/W3022521160","https://openalex.org/W3023520351","https://openalex.org/W3025992042","https://openalex.org/W3030355035","https://openalex.org/W3031136609","https://openalex.org/W3032830871","https://openalex.org/W3036051036","https://openalex.org/W3037368822","https://openalex.org/W3039205093","https://openalex.org/W3047434931","https://openalex.org/W3047543305","https://openalex.org/W3081013282","https://openalex.org/W3081354170","https://openalex.org/W3092557297","https://openalex.org/W3093235658","https://openalex.org/W3095654385","https://openalex.org/W3097862443","https://openalex.org/W3105815971","https://openalex.org/W3106801021","https://openalex.org/W3109171706","https://openalex.org/W3109543492","https://openalex.org/W3111203725","https://openalex.org/W3113086366","https://openalex.org/W3125060754","https://openalex.org/W3125373033","https://openalex.org/W3127980783","https://openalex.org/W3185857233","https://openalex.org/W3199021611","https://openalex.org/W4234470964","https://openalex.org/W4240620288","https://openalex.org/W6622209121","https://openalex.org/W6628411275","https://openalex.org/W6642735821","https://openalex.org/W6654120251","https://openalex.org/W6655012520","https://openalex.org/W6658873666","https://openalex.org/W6663637463","https://openalex.org/W6666117315","https://openalex.org/W6709770193","https://openalex.org/W6748780220","https://openalex.org/W6752889424","https://openalex.org/W6768801640","https://openalex.org/W6774894882","https://openalex.org/W6775356648","https://openalex.org/W6782147926","https://openalex.org/W6782152875"],"related_works":["https://openalex.org/W2355396850","https://openalex.org/W2060778816","https://openalex.org/W2386849059","https://openalex.org/W3039702720","https://openalex.org/W2172038341","https://openalex.org/W2561501868","https://openalex.org/W2261275552","https://openalex.org/W4235468674","https://openalex.org/W2050931792","https://openalex.org/W2883779800"],"abstract_inverted_index":{"The":[0],"timely":[1],"and":[2,25,32,49,83,101,114,176,238,331,355,357,377],"accurate":[3],"quantification":[4,36,84],"of":[5,22,34,37,85,107,126,206,243,253,286,295,310,340,349,365,379],"grassland":[6],"biomass":[7,282],"is":[8,345],"a":[9,142,251,346],"prerequisite":[10],"for":[11,324,352],"sustainable":[12],"grazing":[13],"management.":[14],"With":[15],"advances":[16],"in":[17,29,45,146,230,328,383],"artificial":[18],"intelligence,":[19],"the":[20,30,35,56,81,105,120,124,171,179,195,204,209,240,261,269,293,308,338,362,375],"launch":[21],"new":[23,155],"satellites,":[24],"perceived":[26],"efficiency":[27],"gains":[28],"time":[31],"cost":[33,242],"remote":[38,296,380],"methods,":[39],"there":[40,344],"has":[41,116,192,202,302],"been":[42,94,130,258,303],"growing":[43],"interest":[44],"using":[46,135],"satellite":[47,78,99,133,226,350,366],"imagery":[48,79,100,134,191,333,336,351,367],"machine":[50,165],"learning":[51,166],"to":[52,69,71,154,169,187,194,197,217,368],"quantify":[53,178,198],"pastures":[54],"at":[55,208,260,268,283],"field":[57,270],"scale.":[58],"Here,":[59],"we":[60,273],"systematically":[61],"reviewed":[62],"214":[63],"journal":[64],"articles":[65],"published":[66],"between":[67,173],"1991":[68],"2021":[70],"determine":[72],"how":[73],"vegetation":[74,127],"indices":[75],"derived":[76,131],"from":[77,132],"impacted":[80],"type":[82],"pasture":[86,110,199,281],"indicators.":[87],"We":[88,318],"reveal":[89],"that":[90,149,279,320],"previous":[91],"studies":[92,108,161,184,278],"have":[93,129,162,185,257],"limited":[95],"by":[96,235,299],"highly":[97],"spatiotemporal":[98],"prognostic":[102],"analytics.":[103],"While":[104],"number":[106],"on":[109],"classification,":[111],"degradation,":[112],"productivity,":[113],"management":[115],"increased":[117],"exponentially":[118],"over":[119],"last":[121],"five":[122],"years,":[123],"majority":[125],"parameters":[128],"simple":[136],"linear":[137],"regression":[138],"approaches,":[139],"which,":[140],"as":[141,167,315],"corollary,":[143],"often":[144,233],"result":[145],"site-specific":[147],"parameterization":[148],"become":[150],"spurious":[151],"when":[152],"extrapolated":[153],"sites":[156],"or":[157,214,263,334],"production":[158],"systems.":[159],"Few":[160],"successfully":[163],"invoked":[164],"retrievals":[168],"understand":[170,361],"relationship":[172],"image":[174],"patterns":[175],"accurately":[177],"biophysical":[180],"variables,":[181],"although":[182],"many":[183,231],"purported":[186],"do":[188],"so.":[189],"Satellite":[190],"contributed":[193],"ability":[196],"indicators":[200],"but":[201],"faced":[203],"barrier":[205],"monitoring":[207],"paddock/field":[210],"scale":[211],"(20":[212],"hectares":[213],"less)":[215],"due":[216],"(1)":[218,321],"low":[219,305],"sensor":[220],"(coarse":[221],"pixel)":[222],"resolution,":[223],"(2)":[224,343],"infrequent":[225],"passes,":[227],"with":[228,307],"visibility":[229],"locations":[232],"constrained":[234],"cloud":[236],"cover,":[237],"(3)":[239,358],"prohibitive":[241],"accessing":[244],"fine-resolution":[245],"imagery.":[246],"These":[247],"issues":[248],"are":[249],"perhaps":[250],"reflection":[252],"historical":[254],"efforts,":[255],"which":[256],"directed":[259],"continental":[262],"global":[264],"scales,":[265],"rather":[266],"than":[267,276,288],"level.":[271],"Indeed,":[272],"found":[274],"less":[275,287],"20":[277],"quantified":[280],"pixel":[284],"resolutions":[285],"50":[289],"hectares.":[290],"As":[291],"such,":[292],"use":[294],"sensing":[297,381],"technologies":[298],"agricultural":[300],"practitioners":[301],"relatively":[304],"compared":[306],"adoption":[309],"physical":[311],"agronomic":[312],"interventions":[313],"(such":[314],"\u2018no-till\u2019":[316],"practices).":[317],"contend":[319],"considerable":[322],"opportunity":[323],"advancement":[325,376],"may":[326],"lie":[327],"fusing":[329],"optical":[330,341],"radar":[332],"hybrid":[335],"through":[337],"combination":[339],"sensors,":[342],"greater":[347],"accessibility":[348],"research,":[353],"teaching,":[354],"education,":[356],"developers":[359],"who":[360],"value":[363],"proposition":[364],"end":[369],"users":[370],"will":[371],"collectively":[372],"fast":[373],"track":[374],"uptake":[378],"applications":[382],"agriculture.":[384]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
