{"id":"https://openalex.org/W4404953664","doi":"https://doi.org/10.1109/ghtc62424.2024.10771524","title":"Effective Regional Prediction for Potato Stress Conditions Across Rabi Seasons","display_name":"Effective Regional Prediction for Potato Stress Conditions Across Rabi Seasons","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4404953664","doi":"https://doi.org/10.1109/ghtc62424.2024.10771524"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc62424.2024.10771524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc62424.2024.10771524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5046731626","display_name":"Rushikesh Kulat","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rushikesh Kulat","raw_affiliation_strings":["TCS Research and Innovation,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066368281","display_name":"Swagatam Bose Choudhury","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swagatam Bose Choudhury","raw_affiliation_strings":["TCS Research and Innovation,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112989174","display_name":"Vidit Patil","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vidit Patil","raw_affiliation_strings":["TCS Research and Innovation,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004674807","display_name":"Sanat Sarangi","orcid":"https://orcid.org/0000-0002-1501-8719"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanat Sarangi","raw_affiliation_strings":["TCS Research and Innovation,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077036929","display_name":"Dineshkumar Singh","orcid":"https://orcid.org/0000-0001-6548-6409"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dineshkumar Singh","raw_affiliation_strings":["TCS Research and Innovation,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103866503","display_name":"Srinivasu Pappula","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srinivasu Pappula","raw_affiliation_strings":["TCS Research and Innovation,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35361842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"278","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11745","display_name":"Potato Plant Research","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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"}},"topics":[{"id":"https://openalex.org/T11745","display_name":"Potato Plant Research","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T11771","display_name":"Plant Pathogens and Resistance","score":0.9122999906539917,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5879858732223511},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.40729081630706787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3989032506942749}],"concepts":[{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5879858732223511},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40729081630706787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3989032506942749},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc62424.2024.10771524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc62424.2024.10771524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6299999952316284},{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2022631810","https://openalex.org/W2063252859","https://openalex.org/W2063821228","https://openalex.org/W2083172988","https://openalex.org/W2132688663","https://openalex.org/W2478783274","https://openalex.org/W3034742734","https://openalex.org/W3049368444","https://openalex.org/W3165159700","https://openalex.org/W3207190321","https://openalex.org/W4233279540","https://openalex.org/W4304589848","https://openalex.org/W6625859059","https://openalex.org/W6636121333","https://openalex.org/W6730464753"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"West":[0,109],"Bengal":[1],"is":[2,12,114,157,187],"a":[3,37,66,70,132,141],"major":[4],"potato":[5],"belt":[6],"in":[7,15,36,46,69,108],"India":[8],"where":[9],"the":[10,16,34,101,120,127,136,165,183],"crop":[11,31,35,53],"grown":[13],"typically":[14],"Rabi":[17,102],"season.":[18],"Stress":[19],"conditions":[20,196],"such":[21],"as":[22],"Late":[23],"Blight,":[24],"Stem":[25],"Rot,":[26],"and":[27,55,85,93,98,106,149,168],"Thrips":[28],"significantly":[29],"impact":[30],"output.":[32],"Cultivating":[33],"given":[38,67],"region":[39,71],"follows":[40],"certain":[41],"seasonal":[42],"patterns.":[43],"However,":[44],"variations":[45],"components":[47],"like":[48],"environment,":[49],"climate-change":[50],"effects,":[51],"evolving":[52],"history,":[54],"management":[56],"practices":[57],"are":[58,153],"observed":[59],"across":[60,100],"seasons.":[61],"Forecasting":[62],"models":[63,97],"developed":[64],"for":[65,76,119,145,173,193],"season":[68,122],"need":[72],"to":[73,88,115,134,159,164,178,190,197],"exhibit":[74],"robustness":[75],"subsequent":[77,121],"seasons":[78,103],"by":[79],"quickly":[80,87],"learning":[81,143],"relatively":[82],"stationary":[83],"factors":[84],"adapting":[86],"dynamic":[89],"ones.":[90],"We":[91,130],"propose":[92,131],"evaluate":[94],"prominent":[95],"forecasting":[96],"strategies":[99],"of":[104],"2020\u201321":[105],"2021\u201322":[107],"Bengal.":[110],"The":[111],"emphasis":[112],"here":[113],"assess":[116,198],"model":[117,133,156],"performance":[118],"after":[123],"it":[124,169],"has":[125],"seen":[126],"previous":[128],"one.":[129],"forecast":[135],"incident":[137],"pattern":[138],"envelope":[139],"using":[140],"supervised":[142],"component":[144],"which":[146],"ANN,":[147],"XGBoost,":[148],"Random":[150],"Forest":[151],"(RF)":[152],"evaluated.":[154],"RF-based":[155],"found":[158],"perform":[160],"better":[161],"when":[162],"compared":[163],"other":[166,194],"models,":[167],"could":[170],"be":[171],"useful":[172],"taking":[174],"macro-level":[175],"decisions":[176],"related":[177],"agricultural":[179],"input":[180],"planning":[181],"on":[182],"ground.":[184],"This":[185],"approach":[186],"then":[188],"used":[189],"generate":[191],"results":[192],"stress":[195],"overall":[199],"benefits.":[200]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
