{"id":"https://openalex.org/W7225465458","doi":"https://doi.org/10.68890/gaurj.5102.08","title":"Convergence in pearl millet production across desert and non-desert districts of Rajasthan","display_name":"Convergence in pearl millet production across desert and non-desert districts of Rajasthan","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225465458","doi":"https://doi.org/10.68890/gaurj.5102.08"},"language":"en","primary_location":{"id":"doi:10.68890/gaurj.5102.08","doi":"https://doi.org/10.68890/gaurj.5102.08","is_oa":true,"landing_page_url":"https://doi.org/10.68890/gaurj.5102.08","pdf_url":"https://doi.org/10.68890/gaurj.5102.08","source":{"id":"https://openalex.org/S7407121882","display_name":"Gujarat Agricultural Universities Research Journal","issn_l":"0250-5193","issn":["0250-5193"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gujarat Agricultural Universities Research Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.68890/gaurj.5102.08","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054905650","display_name":"Surender Kumar Kulshrestha","orcid":"https://orcid.org/0000-0002-4044-5683","observed_orcids":["https://orcid.org/0000-0002-4044-5683"]},"institutions":[{"id":"https://openalex.org/I52496869","display_name":"Vardhaman Mahaveer Open University","ror":"https://ror.org/04w00w616","country_code":"IN","type":"education","lineage":["https://openalex.org/I52496869"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Surender Kumar Kulshrestha","raw_affiliation_strings":["Vardhaman Mahaveer Open University"],"raw_orcid":"https://orcid.org/0000-0002-4044-5683","affiliations":[{"raw_affiliation_string":"Vardhaman Mahaveer Open University","institution_ids":["https://openalex.org/I52496869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054905650"],"corresponding_institution_ids":["https://openalex.org/I52496869"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"51","issue":"2","first_page":"136","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13508","display_name":"Agricultural Economics and Practices","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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/T13508","display_name":"Agricultural Economics and Practices","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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/T10357","display_name":"Efficiency Analysis Using DEA","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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/pearl-millet","display_name":"pearl millet","score":0.9139999747276306},{"id":"https://openalex.org/keywords/sigma-convergence","display_name":"sigma convergence","score":0.9340000152587891},{"id":"https://openalex.org/keywords/beta-convergence","display_name":"beta convergence","score":0.8050000071525574},{"id":"https://openalex.org/keywords/rajasthan","display_name":"Rajasthan","score":0.7960000038146973},{"id":"https://openalex.org/keywords/agricultural-production-growth","display_name":"agricultural production growth","score":0.6759999990463257},{"id":"https://openalex.org/keywords/coefficient-of-variation","display_name":"coefficient of variation","score":0.7319999933242798},{"id":"https://openalex.org/keywords/climate-risk","display_name":"climate risk","score":0.5759999752044678},{"id":"https://openalex.org/keywords/mixed-farming","display_name":"mixed farming","score":0.9179999828338623},{"id":"https://openalex.org/keywords/diversification","display_name":"diversification","score":0.4790000021457672}],"concepts":[{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6984000205993652},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5989000201225281},{"id":"https://openalex.org/C2776130869","wikidata":"https://www.wikidata.org/wiki/Q1361649","display_name":"Desert (philosophy)","level":2,"score":0.5958999991416931},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5479000210762024},{"id":"https://openalex.org/C2779251273","wikidata":"https://www.wikidata.org/wiki/Q43436","display_name":"Pearl","level":2,"score":0.4189999997615814},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3481999933719635},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C70519679","wikidata":"https://www.wikidata.org/wiki/Q6666755","display_name":"Log-linear model","level":3,"score":0.2976999878883362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2842000126838684},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C30787403","wikidata":"https://www.wikidata.org/wiki/Q1246061","display_name":"Deserts and xeric shrublands","level":3,"score":0.2615000009536743},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.68890/gaurj.5102.08","doi":"https://doi.org/10.68890/gaurj.5102.08","is_oa":true,"landing_page_url":"https://doi.org/10.68890/gaurj.5102.08","pdf_url":"https://doi.org/10.68890/gaurj.5102.08","source":{"id":"https://openalex.org/S7407121882","display_name":"Gujarat Agricultural Universities Research Journal","issn_l":"0250-5193","issn":["0250-5193"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gujarat Agricultural Universities Research Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.68890/gaurj.5102.08","doi":"https://doi.org/10.68890/gaurj.5102.08","is_oa":true,"landing_page_url":"https://doi.org/10.68890/gaurj.5102.08","pdf_url":"https://doi.org/10.68890/gaurj.5102.08","source":{"id":"https://openalex.org/S7407121882","display_name":"Gujarat Agricultural Universities Research Journal","issn_l":"0250-5193","issn":["0250-5193"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gujarat Agricultural Universities Research Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225465458.pdf","grobid_xml":"https://content.openalex.org/works/W7225465458.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1514882014","https://openalex.org/W3141113589","https://openalex.org/W4231721874","https://openalex.org/W4389152119","https://openalex.org/W4399983347"],"related_works":["https://openalex.org/W7203696293","https://openalex.org/W3041360394","https://openalex.org/W4400464468","https://openalex.org/W3168463684","https://openalex.org/W7216270743","https://openalex.org/W4389152119","https://openalex.org/W4384035865","https://openalex.org/W169018268","https://openalex.org/W4366759970","https://openalex.org/W7166595020"],"abstract_inverted_index":{"Rajasthan,":[0],"the":[1,9,18,67,71,77,96,121,183,191],"largest":[2],"state":[3,20],"in":[4,17,70,111,148],"India":[5],"by":[6,195],"area,":[7],"is":[8,21,64,116],"leading":[10],"producer":[11],"of":[12,33,48,74,106],"pearl":[13],"millet":[14],"(Pennisetum":[15],"glaucum)":[16],"country.The":[19],"geographically":[22],"divided":[23],"into":[24],"desert":[25,57,99,129,196],"and":[26,53,58,101,118,124,139,168,177,198],"non-desert":[27,60,102,125],"districts,":[28,98],"with":[29],"61":[30],"per":[31],"cent":[32],"its":[34],"area":[35],"classified":[36],"as":[37],"desert.This":[38],"study":[39,181],"examines":[40],"whether":[41],"production":[42,82,86,138,149,155],"disparities":[43],"across":[44,203],"27":[45],"original":[46],"districts":[47,61,100,123,197],"Rajasthan":[49],"narrowed":[50],"between":[51,136],"1980-81":[52],"2019-20,":[54],"analyzing":[55],"11":[56],"16":[59],"separately.Sigma":[62],"convergence":[63],"assessed":[65],"using":[66],"linear":[68,109],"trend":[69],"annual":[72],"coefficient":[73,115],"variation,":[75],"while":[76],"bivariate":[78],"beta-convergence":[79],"specification":[80],"relates":[81],"growth":[83,140,202],"to":[84,153,189,199],"initial":[85,137],"levels.The":[87],"reported":[88],"sigma":[89],"coefficients":[90],"are":[91],"not":[92,127,143],"statistically":[93],"significant":[94,119],"for":[95,120,128,164,185],"all":[97,122,204],"offering":[103],"no":[104],"evidence":[105],"a":[107,145,165],"consistent":[108],"decline":[110],"relative":[112],"dispersion.The":[113],"beta":[114],"negative":[117],"but":[126,141],"districts.These":[130],"estimates":[131],"suggest":[132],"an":[133],"inverse":[134],"relationship":[135],"do":[142],"indicate":[144],"clear":[146],"reduction":[147],"dispersion.These":[150],"findings":[151],"pertain":[152],"aggregate":[154],"rather":[156],"than":[157],"yield,":[158],"efficiency,":[159],"or":[160],"household":[161],"welfare.This":[162],"advocate":[163],"distinct":[166],"research":[167],"policy":[169,187],"approach":[170],"focused":[171],"on":[172],"climate":[173],"risks,":[174],"crop-livestock":[175],"systems,":[176],"locally":[178],"appropriate":[179],"diversification.The":[180],"highlights":[182],"need":[184],"targeted":[186],"interventions":[188],"address":[190],"unique":[192],"challenges":[193],"faced":[194],"promote":[200],"equitable":[201],"districts.":[205]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-08T00:00:00"}
