BEYOND PREDICTION: A RESEARCH AGENDA FOR ADVANCED AI IN AFRICAN SOIL INFORMATION SYSTEMS
提出非洲土壤信息系统应转向高级AI驱动的自适应土壤数字孪生，并给出十条研究路径。
土壤健康与改良
土壤理化生物性状、盐碱地治理与固碳
同领域方向
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Estimation of soil organic carbon under rice-fallow system using Sentinel-2 derivatives
用Sentinel-2指数估算印度东北部稻作休耕系统不同坡度的土壤有机碳。
Evaluation of the accuracy and response to recorded irrigation events of remote sensing and reanalysis soil moisture products in a typical irrigation district
评估七种遥感与再分析土壤湿度产品在典型灌区的精度及对灌溉事件的响应。
International Journal of Mechatronics and Applied Mechanics·9月28日 · 周一69 分 论文物联网传感与边缘计算智慧农业 / 农业物联网阅读 5
IOT-BASED SOIL CONDITION ASSESSMENT IN SMART AGRICULTURE: A REVIEW OF INDICATORS, COMPOSITE INDICES AND DECISION-SUPPORT SYSTEMS
综述物联网土壤评估全信息链，提出土壤状况指数与决策支持框架。
Biochar in Ecological Restoration of Degraded Lands, Soil Health, and Food Crops Safety
综述农业废弃物生物炭修复退化土壤、提升作物产量与食品安全的研究进展与挑战。
Alfalfa-mediated phytoremediation and soil restoration for sustainable cereal and fruit crop production: a review of roles, detoxification mechanisms, nitrogen enhancement, and agroecological integration
综述紫花苜蓿通过植物修复与土壤恢复支撑谷类与果树可持续生产的多功能作用。
Improving soil carbon stabilization within conservation agriculture: An adaptive framework
提出诊断式自适应保护性农业框架，提升秸秆与根系碳向稳定土壤有机碳的转化。
AI-Driven Nutrient Optimization Systems for Precision Agriculture: A Data-Integrated Approach to Reducing Nutrient Runoff and Enhancing Soil Health in Agricultural Systems
研究AI驱动的养分优化系统，通过数据集成实现精准施肥，减少养分流失并改善土壤健康。
Kappaphycus alvarezii-derived biostimulant-coated urea is associated with enhanced plant growth, nitrogen-related processes, and shift in rhizospheric soil microbial diversity
用麒麟菜提取物LBS27包膜尿素，研究其对玉米生长、氮代谢和根际微生物的影响。
Multi-source data assimilation of Sentinel-2 reflectance and SMAP soil moisture into APSIM for maize biomass estimation
将Sentinel-2反射率与SMAP土壤水分同化进APSIM模型，提升玉米生物量估算精度。
Soil-driven variability in crop response to variable-rate seeding and fertilization in an irrigated maize–sunflower system
Soil-driven variability in crop response to variable-rate seeding and fertilization in an irrigated maize–sunflower system。Precision Agriculture
Approaches to forecast soil nutrient dynamics for precision agriculture and sustainable fertiliser management: A review
综述土壤养分动态预测的统计与机器学习方法，比较精度与局限。
Remote sensing-driven soil fertility modelling and summer rice suitability mapping in a floodplain agroecosystem of Assam
Remote sensing-driven soil fertility modelling and summer rice suitability mapping in a floodplain agroecosystem of Assam。Paddy and Water Environment
A National Depth-Resolved Soil-Moisture-to-Electromagnetic Proxy Database for Hydrogeophysical Monitoring
构建匈牙利全国六深度土壤水分-电磁代理数据库，支持根区水文地球物理监测。
Integrated Land, Soil and Crop Information Systems in Ethiopia, Kenya, and Rwanda: Institutional Readiness and Implications for Climate-Smart Agriculture
评估埃塞俄比亚、肯尼亚和卢旺达三国土地-土壤-作物综合信息系统的机构准备度与整合路径。
Characterization of cattle manure-derived biochar and its synergistic effects with inorganic and organic fertilizers on soil properties, microbial community, and forage maize yield
研究牛粪生物炭特性及其与无机/有机肥配施对土壤、微生物和青贮玉米产量的影响。
Zenodo (CERN European Organization for Nuclear Research)·9月22日 · 周二66 分 论文GIS与空间分析农业遥感与作物表型2 个信源同时报道 阅读 4
ASSESSMENT OF SOIL SALINIZATION IN IRRIGATED LANDS BASED ON REMOTE SENSING AND GIS TECHNOLOGIES
综述遥感与GIS评估乌兹别克斯坦及中亚灌溉土壤盐渍化的方法。
Downscaling of SMAP Soil Moisture Based on the Transformer Algorithm in Anhui Province
基于Transformer及变体融合多源卫星与地下水数据，将SMAP土壤湿度降尺度至1km日尺度。
Turning Livestock Waste into Nutrient Resources: Advances in Crop–Livestock Circular Agriculture for Sustainable Farming Systems
综述种养循环农业中粪污资源化、养分回收与区域适配模式的研究进展。
Spatial prediction of soil organic carbon stocks in Sudanese clay soils using regression kriging
用回归克里金结合多源环境协变量预测苏丹青尼罗河粘土区土壤有机碳储量。