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。
数字农业与前沿技术
浏览数字农业与前沿技术相关政策、产业动态与研究。
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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。
Assessing Forest Resource Depletion and Rural Livelihood Sustainability in Ovia Southwest, Nigeria using Remote Sensing, GIS, and Qualitative Socio-Economic Data
结合遥感与入户调查，评估尼日利亚Ovia西南部森林资源枯竭及农户生计依赖。
Human-induced land use change and population pressure as drivers of landslide occurrence during Cyclone Ditwah in Sri Lanka
分析斯里兰卡气旋Ditwah期间土地利用变化与人口压力对滑坡发生的影响。
IIARD INTERNATIONAL JOURNAL OF GEOGRAPHY AND ENVIRONMENTAL MANAGEMENT·9月10日 · 周四0 分 论文遥感与农情监测农业遥感与作物表型阅读 1
Household Survey and Geospatial Analysis of Urban Land Use Changes in Uyo Capital City, Akwa Ibom State
结合遥感、GIS与入户调查，分析尼日利亚Uyo市1986-2024年城市扩张及其驱动与影响。
Zenodo (CERN European Organization for Nuclear Research)·9月10日 · 周四84 分 论文设施园艺与植物工厂农业遥感与作物表型2 个信源同时报道 阅读 1
National Carbon Stock and Greenhouse Gas Baseline Assessment for Liberia: Integrating Forest, Blue Carbon, Soil Carbon, and Sectoral Emissions
整合森林、蓝碳、土壤碳与部门排放，完成利比里亚国家碳储量与温室气体基线评估。
An adaptive deep learning framework for multi-temporal crop and drought stress monitoring in precision agriculture
提出CNN+ViT混合深度学习框架，利用多时相Sentinel-2影像监测作物分类与干旱胁迫。
Connecting the Canopy: C-Band and Ku-Band Satellite Technologies for Sustainable Oil Palm Plantation Management in Indonesia—A Review
综述C波段与Ku波段卫星技术在印尼油棕可持续种植管理中的应用与选择。
Urban transformation in a Himalayan Metropolitan City: Socio-spatial dynamics and planning implications from Srinagar, India
基于遥感与社会经济数据，分析斯利那加1985-2025年城市扩张、地价、人口与旅游动态。
Space Technology as a Tool for Peacebuilding and Conflict Prevention in Nigeria: Opportunities, Challenges and Policy Implications
提出太空技术-建设和平关联模型，分析尼日利亚利用太空技术预防冲突的机会与挑战。
Higher vegetation diversity and stronger forest structure occur in managed zones despite widespread land cover degradation in Ise Forest Reserve Nigeria
研究尼日利亚Ise森林保护区管理区与干扰区的植被多样性和结构差异及土地覆盖退化。
An Integrated Assessment of Anthropogenic and Ecological Threats to Pangolin Survival in Takamanda National Park, Southwest Region of Cameroon
综合遥感、地方知识与焦点小组，评估喀麦隆Takamanda国家公园三种穿山甲面临的生态与人为威胁。
Exploring the discrimination of pasture degradation in the Brazilian Cerrado using multitemporal EnMAP hyperspectral data and HLS phenometrics
利用多时相EnMAP高光谱与HLS物候特征区分巴西塞拉多牧场退化。
Land Cover and Land Surface Temperature Dynamics in West Kotawaringin (2005-2025) Based on Remote Sensing and Random Forest Classification
利用遥感与随机森林分析西科塔瓦林金2005-2025年土地覆盖与地表温度动态。