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基于大数据的农业耕地质量综合评估系统开发
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作者 柴博 《河北农机》 2024年第18期72-74,共3页
随着大数据技术的快速发展,其在农业领域的应用也日益广泛。然而,传统的耕地质量评估方法存在主观性强、评估周期长、准确性不高等问题。因此,开发一种基于大数据的农业耕地质量综合评估系统,对于提高耕地质量评估的准确性和效率,促进... 随着大数据技术的快速发展,其在农业领域的应用也日益广泛。然而,传统的耕地质量评估方法存在主观性强、评估周期长、准确性不高等问题。因此,开发一种基于大数据的农业耕地质量综合评估系统,对于提高耕地质量评估的准确性和效率,促进农业可持续发展具有重要意义。本文旨在探讨基于大数据的农业耕地质量综合评估系统的开发,该系统通过收集、整合和分析多源数据,实现对农业耕地质量的全面、准确评估,为农业生产提供科学决策支持。本文首先分析了农业耕地质量评估的重要性,其次介绍了大数据技术在农业领域的应用现状,详细阐述了基于大数据的农业耕地质量综合评估系统的开发过程,最后总结了系统的优势和应用前景,旨在为农业生产提供了科学决策支持。 展开更多
关键词 大数据 农业耕地质量 综合评估系统
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Technical efficiency and its determinants of the various cropping systems in the purple-soiled,hilly region of southwestern China 被引量:2
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作者 ZHANG Shi-chao WEI Chao-fu +1 位作者 SHAO Jing-an WU Zhao-juan 《Journal of Mountain Science》 SCIE CSCD 2016年第12期2205-2223,共19页
This study examines the technical efficiency(TE) differences among typical cropping systems of smallholder farmers in the purple-soiled hilly region of southwestern China.Household-,plot-,and crop-level data and commu... This study examines the technical efficiency(TE) differences among typical cropping systems of smallholder farmers in the purple-soiled hilly region of southwestern China.Household-,plot-,and crop-level data and community surveys were conducted to explore TE levels and determinants of typical cropping systems by using a translog stochastic frontier production function.Results indicate significant difference in TE and its determinants among cropping systems.The mean TEs of the rice cropping system(R),the rice-rape cropping system(RR),the rice-rape-potato cropping system(RRP),and the oil cropping system(O) are0.86,0.90,0.84,and 0.85,respectively,which are over 1.17 times higher than those of the maize-sweet potato-other crop cropping system(MSO) and the maize-sweet potato-wheat cropping system(MSW) at0.78 and 0.69,respectively.Moreover,Technical inefficiency(TIE) of different cropping systems is significantly affected by characteristics of the household as well as plot.However,the impact of land quality,mechanical cultivation conditions,crop structure,farming system,farm radius,household type,cultivated land area per capita,and annual household income per capitalon TIE vary by cropping system.Additionally,output elasticity of land,labor,and capital,as a group,is greater than the one of agricultural machinery and irrigation.Finally,when household-owned effective agricultural labor is at full farming capacity,optimal plot sizes for the R,RR,RRP,MSO,MSW,and 0 cropping systems are 1.12hm^2,0.35 hm^2,0.25 hm^2,2.82 hm^2,1.87 hm^2,and 1.17hm^2,respectively. 展开更多
关键词 Cropping systems Technical efficiency Land management Plot Purple-soil Stochastic Frontier Production Function
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