Coupling process-based models with machine learning for the prediction of soil carbon and nitrogen cycling - Xiang Zhang; Liman Wei; Changming Yang; Tian Li; Qixing Zhou (Environmental Modelling & Software, 2026)

AMAformer: Dynamic and accurate forecasting of water quality in aquaculture with adaptive multi-kernel decomposition and attention - Ying Li; Haoran Xing; Dashe Li; Huanhai Yang (Environmental Modelling & Software, 2026)

MAformer: A multivariate prediction framework with adaptive multi-scale decomposition and phase correction for water quality in aquaculture environments - Haoran Xing; Ying Li; Dashe Li; Huanhai Yang (Environmental Modelling & Software, 2026)

Incorporating heat and water stress into BIOME-BGC to simulate the impact of extreme climate events on subtropical coniferous forest NEP - Xianfeng Teng; Fangjie Mao; Huaqiang Du; Xuejian Li; Fengfeng Ye; Zhaodong Zheng; Ningxin Yang; Yinyin Zhao; Jiacong Yu; Meixuan Song (Environmental Modelling & Software, 2026)

Grassland and forest fire risk research based on multi-criteria decision analysis techniques: Method comparison and driver analysis - Liangliang Zhang; Jing Guo; Xianglian Wang; Renping Zhang; Jiahui Zhou; Li Li; Xiaming Yang; Xiaoyu Yu (Environmental Modelling & Software, 2026)

A novel karst distributed hydrological model linking dynamic feedback mechanisms of dry and wet events in Guangxi, China - Xungui Li; Qiyong Yang; Jian Sun; Mengru Wei; Yi Tian; Zhiyong Zhang; Xiaoli Yang (Environmental Modelling & Software, 2026)

A feature-level ensemble framework for improving daily PM2.5 estimation across the contiguous United States (2000–2023) - Yu Ding; Jiaxin Dong; Mengfan Teng; Shiyao Meng; Jie Yang; Siwei Li (Environmental Modelling & Software, 2026)

Investigating the effect of urban form on land surface temperature at block and grid scales based on XGBoost-SHAP - Hongfei Li; Jun Yang; Jiaxing Xin; Wenbo Yu; Jiayi Ren; Huisheng Yu; Xiangming Xiao; Jianhong (Cecilia) Xia (Environmental Modelling & Software, 2026)

WRF simulation knowledge sharing based on the MC-GAT model and multi-head attention mechanism: A case study in China - Yazhou Qi; Chunxiao Zhang; Hanguang Yu; Aijia Wang; Xiaoyang Hao; Chen Yang; Rongrong Li (Environmental Modelling & Software, 2026)

A flexible and efficient UNITID-based access control (UBAC) model for environmental monitoring data - Jinku Huang; Changxiu Cheng; Bin Li; Yang Gao; Ping Li; Jiawei Wan; Jadunandan Dash (Environmental Modelling & Software, 2025)

Coupled machine learning and data assimilation for efficient characterization of multi-contaminant groundwater sites - Haijian Xie; Yanhao Wu; Yanghui Shi; Mengcheng Zhang; Yang Chen; Mei Li; Dengdeng Jiang; Wenyi Xie (Environmental Modelling & Software, 2025)

Artificial intelligence-incorporated prediction for urban flooding processes in the past 20 years: A critical review - Zhili Li; Zhiwei Zhou; Hao Wang; Xing Li; Xiaoyu Shi; Jiayi Xiao; Zhiyu Yang; Mingzhuang Sun; Xiaolong Li; Haifeng Jia (Environmental Modelling & Software, 2025)

Regulation of efficient water use in paddy fields via the simulation of the water cycle in cold regions under random precipitation conditions - Mo Li; Kun Hu; Qiang Fu; Aizheng Yang; Xiaofang Wang; Pingan Zhang; Wenhao Dong; Zhenyi Sun (Environmental Modelling & Software, 2025)

An integrated framework for river assimilative capacity allocation based on environmental fairness and efficiency trade-offs with a modified optimization model in a river basin - Zhimin Yang; Jiangying Wang; Xiaoxuan Li; Chunhui Li; Zaohong Pu; Jing Hu; Yujun Yi; Xuan Wang; Qiang Liu (Environmental Modelling & Software, 2025)

Attention scores and peak perception in long-term ozone prediction using deep learning - Zhihao Xu; Danni Xu; Wenguang Li; Puyu Lian; Yuheng Chen; Fangyuan Yang; Kaihui Zhao (Environmental Modelling & Software, 2025)

Efficient and fine-grained viewshed analysis in a three-dimensional urban complex environment - Yifan Zhang; Mengyu Ma; Jun Li; Anran Yang; Qingren Jia; Zebang Liu (Environmental Modelling & Software, 2025)

Toward improved deep learning-based regionalized streamflow modeling : Exploiting the power of basin similarity - Yang Xu; Heng Li; Yuqian Hu; Chunxiao Zhang; Bingli Xu (Environmental Modelling & Software, 2025)

porousRTFoam v1.0: An open-source numerical platform for simulating pore-scale reactive transport processes in porous media - Xueying Li; Xiaofan Yang (Environmental Modelling & Software, 2025)

Adaptive Surrogate Model Assisted Swarm Intelligence for Parameter Inversion of complex hydrological models - Guhan Li; Peng Shi; Simin Qu; Lingzhong Kong; Xiaohua Xiang; Qian Yang; Yu Qiao; Shiyu Lu (Environmental Modelling & Software, 2025)

Segmentation of underwater fish in complex aquaculture environments using enhanced Soft Attention Mechanism - Dashe Li; Yufang Yang; Siwei Zhao; Jinqiang Ding (Environmental Modelling & Software, 2024)

Climate change impacts on crop yields: A review of empirical findings, statistical crop models, and machine learning methods - Tongxi Hu; Xuesong Zhang; Sami Khanal; Robyn Wilson; Guoyong Leng; Elizabeth M. Toman; Xuhui Wang; Yang Li; Kaiguang Zhao (Environmental Modelling & Software, 2024)

MGAtt-LSTM: A multi-scale spatial correlation prediction model of PM2.5 concentration based on multi-graph attention - Bo Zhang; Weihong Chen; Mao-Zhen Li; Xiaoyang Guo; Zhonghua Zheng; Ru Yang (Environmental Modelling & Software, 2024)

An interoperable software system to store, associate, visualize, and publish global open science data of earth surface system - Qinjun Qiu; Jiandong Liu; Mengqi Hao; Weijie Li; Yang Wang; Zhong Xie; Liufeng Tao (Environmental Modelling & Software, 2024)