Bi-decadal drought assessment in Northwestern Algeria: Integrating meteorological and remote sensing indices
整合气象与遥感指数评估阿尔及利亚西北部2003–2023年干旱演变。
数字农业与前沿技术
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Estimating Small Farming Plots’ Key Crop Production at a Regional Level Utilizing Sentinel Imagery in Southern Europe
利用Sentinel影像估算南欧小农地块关键作物面积与产量，并与官方统计对比验证。
A knowledge-guided machine learning framework for cross-scale wheat harvest monitoring via sample augmentation
提出知识引导机器学习框架，用样本增强实现田块到区域尺度的冬小麦收获监测。
Soil Salinity Mapping from UAV-Borne Hyperspectral Imagery with Soil Moisture Correction
用无人机高光谱结合水分校正与Stacking集成模型反演土壤盐分。
Retrieval of Optically Active and Inactive Water Quality Parameters Using Remote Sensing and Machine Learning: Evidence from Water Hyacinth-Infested Lake Tana, Ethiopia
用Sentinel-2与机器学习反演埃塞俄比亚塔纳湖四类水质参数并分析时空变化。
AI Framework Estimates Crop Water Stress from Satellite Data in Egypt's Nile Delta
用MODIS数据与机器学习框架估算埃及尼罗河三角洲农田水分胁迫。
Bulletin of the National Research Centre/Bulletin of the National Research Center·9月14日 · 周一77 分 论文农业AI与大模型农业人工智能与决策模型阅读 2
Evidence integrity and review utility in crop-image decision support: an audit-to-review framework for precision agriculture
提出审计到评审框架，先固定证据身份再比较作物图像分类器，并关联预测不确定性与评审工作量。
Multitemporal UAV-Based Estimation of Kenaf (Hibiscus cannabinus L.) Plant Height Under Nitrogen and Compost Treatments
用多时相无人机影像估算氮肥与堆肥处理下红麻株高，构建高精度回归模型。
Mapping Native Grass Cover with Random Forest Models: Sentinel-2 Versus Sentinel-2 Combined with Sentinel-1 SAR-Derived GLCM Texture Metrics
用随机森林结合Sentinel-2与Sentinel-1纹理特征，绘制澳洲原生草地C3/C4草覆盖度
Quantifying the Environmental Impact of Artisanal and Small‐Scale Mining: An Integrated Approach for Sustainable Development Insights
用SDGSAT-1等多源遥感与实地采样量化尼日利亚手工采矿对土地与农田的环境退化。
Remote Sensing-Based Spatiotemporal Assessment of Ecological Quality using RSEI from 2016 to 2025: Gala Lake Basin, Türkiye
基于RSEI评估土耳其Gala湖流域2016-2025年生态质量时空变化。
Assessment of Deforestation in Mbaav 1 Forest Reserve in Gwer East Local Government Area of Benue State, Nigeria
评估尼日利亚Mbaav1森林保护区1989-2019年森林砍伐，并分析其社会经济驱动因素。
Estimation of Grain Yield and Quality in Awned and Awnless Wheat Genotypes Using UAV and Proximal Multispectral Sensors
用无人机与近地多光谱传感器评估有芒/无芒小麦产量与品质，比较不同生育期和年份的植被指数关系。
智慧农业(中英文) 2026 年第 4 期 18 篇论文导读:全链条技术创新与产业治理
本期18篇论文覆盖农情感知、作物识别、水土生态、畜禽监测与数字农业理论五大板块。
Mapping urban expansion and land transformation in Dhaka, Bangladesh by fusing night-time lights, thermal, and spectral data via machine learning approaches
融合夜间灯光、热红外与光谱数据，用机器学习精准监测达卡2016-2024年城市扩张与土地转化。
Assessment of Seasonal Variations in Groundwater Quality Using Physicochemical Analysis and Water Quality Index in Panna, Madhya Pradesh, India: A Review
综述印度潘纳地区地下水质量的季节性变化，用理化分析与水质指数评估七个采样点。
Drone-based leak detection and real-time monitoring of urban water in Harare, Zimbabwe
用无人机热红外成像检测津巴布韦哈拉雷城市供水管网泄漏并实时监测。
Inferring groundwater overdraft in data-scarce arid agro-ecosystems: a semi-empirical remote sensing framework applied to the Elfeija watershed, Morocco
提出半经验遥感框架，在摩洛哥缺水灌区推断地下水超采量。
Land cover transformations in northern Algeria from 2001 to 2021: A MODIS-based spatiotemporal analysis
基于MODIS数据分析了2001—2021年阿尔及利亚北部土地覆盖的时空变化。
Zenodo (CERN European Organization for Nuclear Research)·9月11日 · 周五65 分 论文遥感与农情监测农业遥感与作物表型2 个信源同时报道 阅读 1
ASSESSMENT OF SOIL SALINITY USING THE NDVI VEGETATION INDEX BASED ON REMOTE SENSING DATA
利用Sentinel-2遥感数据计算NDVI，评估灌溉草甸灰钙土的土壤盐渍化程度。