A Systematic Study of Supervised and Ensemble Learning Approaches for Crop Selection in Smart Agriculture
系统综述2016-2026年24项作物推荐研究，比较四类机器学习方法并指出基准精度已趋饱和。
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9月24日 · 周四
18 条Food fortification using fruit-processing by-products and their derived bioactive compounds: opportunities, challenges, and future perspectives
综述水果加工副产物作为食品营养强化配料的潜力、加工稳定性与产业化挑战。
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Heterogeneous allocation of organic fertilizer under spatial constraints: evidence from Northern Ghana
研究加纳北部小农户在空间约束下有机肥的地块级分配决策。
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Integrating agrarian differentiation and labor mobility into TAPE-based assessments of agroecology. A methodological exploration in the Cambodian rice sector
将农业分化与劳动力流动纳入TAPE框架，在柬埔寨稻作区做方法学探索。
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Green transformation of pastoral livestock systems in China: development level, efficiency mismatch, and carbon decoupling
构建综合诊断框架评估中国四大牧区畜牧系统绿色转型的水平、效率与碳排放脱钩。
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Research on the impact effects of RCEP on China’s aquatic product trade: an analysis based on the GTAP model
用GTAP模型评估RCEP关税削减与贸易便利化对中国水产品贸易的影响。
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Factors associated with farmers’ multidimensional participation in e-commerce
基于2508户调查数据，分析农户电商参与决策、深度、广度和平台选择的多维影响因素。
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Rural industrial integration and household-driven scale in agribusiness: the role of e-commerce sales and contract premium
基于江西龙头企业面板数据，研究农村产业融合如何带动农户规模。
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Identifying drought-responsive candidate genes in root and shoot tissues of wheat (Triticum aestivum L.) through RNA sequencing, cluster analysis, weighted gene co-expression network analysis, and machine learning models
通过RNA-seq、WGCNA和XGBoost-SHAP分析，鉴定小麦根和茎中响应干旱的候选基因。
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Advancing sustainable greenhouse production through organic and integrated systems: effects on the bioactive profile and functional quality of diverse tomato hybrids
比较有机与综合温室系统对八种番茄杂交种果实品质的影响。
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Synergistic effects of urea, FYM and vermicompost regimes on vegetative growth, yield, soil fertility and rhizosphere microbiome of red dragon fruit
评估尿素、农家肥与蚯蚓粪配施对红心火龙果生长、产量及土壤性质的影响。
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Social capital and scaling in climate-oriented Agricultural Research for Development
用LDA分析CCAFS成果报告，揭示规模化与社会资本在气候农业研发中被割裂。
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How does agribusiness-led contract farming affect the rural common prosperity: empirical evidence from China
基于中国272个地级市面板数据，实证检验农业企业主导的订单农业对农村共同富裕的影响。
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Machine learning models combined with feature importance methods for honey yield classification: A replicable approach
构建可复现工作流，用气候变量与机器学习分类蜂蜜产量。
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Blueberry flow and mass estimation from harvester conveyor videos via foundation-model-assisted labeling and vision-based sensing
用收割机传送带RGB-D视频估计蓝莓流量与质量，并公开数据集和模型。
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Leakage-aware, calibrated, and explainable deep learning for robust almond disease classification
提出防泄漏、校准且可解释的深度学习框架，用于稳健的杏仁病害分类。
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Grape yield estimation using on-the-fly MIMO millimeter-wave radar at operational field speed: A variety-dependent proof of concept
用双77GHz MIMO雷达在1m/s车速下重建葡萄藤行并估算产量，验证品种依赖性。
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End-edge-cloud collaborative group phenotype recognition and diagnosis for rice seedling in vertical rice seedling cultivation
提出端边云协同的水稻秧苗群体表型识别与诊断方法，用于垂直育秧场景。
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