Artificial Intelligence, Machine Learning, and Deep Learning Concepts, Methods, and Real-World Impact
系统综述AI、机器学习与深度学习的概念、方法、应用及伦理挑战。
Digital Twins for Sustainable Groundwater Resources Management: From Monitoring and Prediction to Governance and Resilience—A Review
综述数字孪生在地下水可持续管理中的应用,从监测预测到治理韧性。
Development and content validation of indicators for assessing the compatibility of conventional agricultural systems with climate smart agriculture: a systems thinking and causal mapping approach
构建并验证常规农业与气候智慧农业兼容性指标体系,并用因果图组织。
From Climate Information to Agricultural Decisions: Understanding the Needs of Smallholder Farmers in Bangladesh
基于孟加拉12位小农访谈,研究其气候信息需求与数字获取障碍,提出双向参与式气候农业咨询框架。
Cross-Layer Energy Management in Embedded AIoT Sensor Networks: A Structured Review, Full-Cycle Energy Model, and Break-Even Analysis
综述嵌入式AIoT传感器网络的跨层能量管理,提出全周期能量模型和盈亏平衡分析。
Spatiotemporal assessment of urban PM₁₀ and population exposure using integrated satellite, meteorological, and socio-spatial data
结合卫星、气象和社会空间数据评估城市PM10浓度及人口暴露,构建综合暴露指数。
Operational intelligence for climate-resilient water systems: a systematic–integrative review of digital technologies, hydro-climatic constraints, and system-level resilience
系统综述数字技术如何支持气候韧性水管理,提出运营智能闭环框架,并识别研究空白。
A cybernetic framework for transformative food system change: sustainable landscape management in West and Central Africa
用控制论框架分析西非农业食品系统转型项目的组织设计,聚焦可持续景观管理。