{"id":"https://openalex.org/W7205709378","doi":"https://doi.org/10.31223/x5821z","title":"PaddockTS: paddock-level satellite time series analysis of agroecosystem dynamics","display_name":"PaddockTS: paddock-level satellite time series analysis of agroecosystem dynamics","publication_year":2026,"publication_date":"2026-09-02","ids":{"openalex":"https://openalex.org/W7205709378","doi":"https://doi.org/10.31223/x5821z"},"language":"en","primary_location":{"id":"doi:10.31223/x5821z","doi":"https://doi.org/10.31223/x5821z","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5821z","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.31223/x5821z","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040915360","display_name":"John T. Burley","orcid":"https://orcid.org/0000-0003-4702-5056","observed_orcids":["https://orcid.org/0000-0003-4702-5056"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Burley","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4702-5056","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159911691","display_name":"Yasar Ansari","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yasar Ansari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015558216","display_name":"Chris Bradley","orcid":"https://orcid.org/0000-0003-4042-867X","observed_orcids":["https://orcid.org/0000-0003-4042-867X","https://orcid.org/0009-0008-2291-8433"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher Bradley","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159750312","display_name":"Alex Norton","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Norton","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5081111897","display_name":"Justin Borevitz","orcid":"https://orcid.org/0000-0001-8408-3699","observed_orcids":["https://orcid.org/0000-0001-8408-3699"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Justin Borevitz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T10111","display_name":"Remote Sensing in Agriculture","score":1.0,"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":1.0,"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/T10616","display_name":"Smart Agriculture and AI","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14359","display_name":"Wetland Management and Conservation","score":0.0,"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/sentinel-2","display_name":"Sentinel-2","score":0.6539999842643738},{"id":"https://openalex.org/keywords/satellite-time-series","display_name":"satellite time series","score":0.8989999890327454},{"id":"https://openalex.org/keywords/agricultural-monitoring","display_name":"agricultural monitoring","score":0.6470000147819519},{"id":"https://openalex.org/keywords/vegetation-dynamics","display_name":"vegetation dynamics","score":0.9700000286102295},{"id":"https://openalex.org/keywords/phenology","display_name":"phenology","score":0.7110000252723694},{"id":"https://openalex.org/keywords/environmental-variables","display_name":"environmental variables","score":0.9330000281333923},{"id":"https://openalex.org/keywords/water-balance","display_name":"water balance","score":0.7250000238418579},{"id":"https://openalex.org/keywords/soil-properties","display_name":"soil properties","score":0.5879999995231628},{"id":"https://openalex.org/keywords/land-management","display_name":"land management","score":0.6349999904632568},{"id":"https://openalex.org/keywords/analysis-ready-data","display_name":"analysis-ready data","score":0.6669999957084656},{"id":"https://openalex.org/keywords/python-workflow","display_name":"Python workflow","score":0.6309999823570251},{"id":"https://openalex.org/keywords/reproducible-research","display_name":"reproducible research","score":0.7559999823570251},{"id":"https://openalex.org/keywords/web-interface","display_name":"web interface","score":0.7020000219345093}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5942000150680542},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5268999934196472},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.5235000252723694},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4828000068664551},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46320000290870667},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.45879998803138733},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.41359999775886536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4131999909877777},{"id":"https://openalex.org/C57664001","wikidata":"https://www.wikidata.org/wiki/Q2567646","display_name":"Agroecosystem","level":3,"score":0.39730000495910645},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.38600000739097595},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3797000050544739},{"id":"https://openalex.org/C502990516","wikidata":"https://www.wikidata.org/wiki/Q3395383","display_name":"Agricultural land","level":3,"score":0.37560001015663147},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.35420000553131104},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.35409998893737793},{"id":"https://openalex.org/C559400886","wikidata":"https://www.wikidata.org/wiki/Q2001056","display_name":"Land management","level":3,"score":0.3343000113964081},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.3264999985694885},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.3156999945640564},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C2994553254","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural management","level":3,"score":0.28139999508857727},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C107218244","wikidata":"https://www.wikidata.org/wiki/Q42762","display_name":"Biosphere","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.27149999141693115},{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.2572999894618988}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31223/x5821z","doi":"https://doi.org/10.31223/x5821z","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5821z","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:EA:id:14760","doi":null,"is_oa":true,"landing_page_url":"https://eartharxiv.org/repository/object/14760/download/25664/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402614","display_name":"EarthArXiv (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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EarthArXiv","raw_type":"PREPRINTS"}],"best_oa_location":{"id":"doi:10.31223/x5821z","doi":"https://doi.org/10.31223/x5821z","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5821z","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":0.7605999708175659},{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5666999816894531}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2270657989","https://openalex.org/W7078904721","https://openalex.org/W6902015750","https://openalex.org/W7163293617","https://openalex.org/W3157348072","https://openalex.org/W6903758661","https://openalex.org/W6892283684","https://openalex.org/W6903585506","https://openalex.org/W3010514626","https://openalex.org/W3105325177"],"abstract_inverted_index":{"PaddockTimeSeries":[0],"(PaddockTS)":[1],"is":[2],"an":[3],"open-source":[4],"data":[5,12,125],"analysis":[6,179],"pipeline":[7],"that":[8],"aligns":[9],"Earth":[10,123],"observation":[11,124],"with":[13,129],"agricultural":[14,23,42,135],"fields,":[15],"or":[16,76,172],"paddocks\u2014the":[17],"core":[18],"land":[19,48],"management":[20,49,130],"units":[21],"where":[22],"decisions":[24],"are":[25,37],"made":[26],"and":[27,34,44,50,60,88,92,97,110,134,136,146,149,156],"outcomes":[28],"such":[29],"as":[30,164],"yield,":[31],"phenology,":[32],"productivity,":[33],"soil":[35],"condition":[36],"recorded.":[38],"PaddockTS":[39,65,121,160],"enables":[40],"scalable":[41],"monitoring":[43],"research":[45,171],"on":[46],"how":[47],"environmental":[51,104,132,147],"variation":[52],"shape":[53],"agroecosystem":[54,154],"dynamics.":[55],"For":[56],"a":[57,165,174],"user-defined":[58],"location":[59],"date":[61],"range":[62],"in":[63],"Australia,":[64],"delineates":[66],"paddock":[67,119],"boundaries":[68],"from":[69],"Sentinel-2":[70],"time-series":[71],"imagery":[72],"using":[73],"geospatial":[74],"segmentation":[75],"accepts":[77],"user-provided":[78],"boundaries,":[79],"aggregates":[80],"Sentinel-":[81],"2":[82],"satellite":[83],"time":[84],"series":[85],"within":[86],"them,":[87],"returns":[89],"analysis-ready":[90,151],"datasets":[91],"graphics":[93],"describing":[94],"vegetation":[95,115],"dynamics":[96,116],"derived":[98],"seasonal":[99],"features.":[100],"It":[101],"also":[102],"retrieves":[103],"covariates,":[105],"including":[106],"terrain,":[107],"soil,":[108],"weather,":[109],"water-balance":[111],"variables.":[112],"By":[113],"summarising":[114],"at":[117],"the":[118],"level,":[120],"makes":[122],"easier":[126],"to":[127],"integrate":[128],"records,":[131],"conditions,":[133],"ecological":[137],"outcomes.":[138],"Its":[139],"outputs":[140],"enable":[141],"comparisons":[142],"across":[143],"paddocks,":[144],"years,":[145],"gradients":[148],"provide":[150],"inputs":[152],"for":[153,169,177],"modelling":[155],"machine-learning":[157],"prediction":[158],"tasks.":[159],"can":[161],"be":[162],"used":[163],"programmable":[166],"Python":[167],"workflow":[168],"reproducible":[170],"through":[173],"web":[175],"interface":[176],"exploratory":[178],"without":[180],"coding.":[181]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-09-02T00:00:00"}
