Driving analysis of the continuous groundwater decline along the lower Yellow River: Lagged contributions of natural and human factors (2001–2020) - Jiwei Feng; He Li; Jianhua Ping; Min Zhang; Jiaqi Liu (Environmental Modelling & Software, 2026)

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)

Complexity vs. efficiency: Are full-structure Copula models worth the cost in multivariate hydrological simulation? - Fan Li; Pengcheng Xu; Gengxi Zhang; Jingcai Wang (Environmental Modelling & Software, 2026)

Flash flood visual simulation as an online chained service: a data-model-knowledge integrated framework - Qiao Tang; Jun Zhu; Zhihao Guo; Jiahao Li; Qingqing Ran; Jinbin Zhang (Environmental Modelling & Software, 2026)

Improving extreme streamflow prediction by integrating CEEMDAN, autoencoders, and attention-enhanced BiLSTM optimized via GSA-PSO - Jian Sha; Jinglong Zheng; Man Zhang; Zhong-Liang Wang; Xue Li (Environmental Modelling & Software, 2026)

An interpretable AutoML–SHAP approach for rapid urban pluvial flooding prediction - Wenhao Chu; Chaosen Jin; Chunxiao Zhang; Suchuang Di; Tianbao Wang; Heng Li; Yuqian Hu (Environmental Modelling & Software, 2026)

MiniGeoSolver: Enhancing small language models for autonomous geospatial tool sequences generation through progressive strategy - Jingxuan Li; Yifan Zhang; Wenhao Yu (Environmental Modelling & Software, 2026)

A numerical modelling-supported digital twin for urban floods monitoring in typhoon or storm scenario - Tangyao Ai; Liang Gao; Xianfei Yin; Haoxuan Du; Qingbiao Li; Hongcai Zhang (Environmental Modelling & Software, 2026)

An efficient multi-objective optimization method for inter-basin water diversion based on the rotation vector method for exploring the convex objective space - Zekun Li; Bin Xu; Ping-an Zhong; Jiaying Tan; Ran Mo; Xinrong Wang; Zichen Ren; Guoqing Wang; Jianyun Zhang; Jiangyuan Li; Scott E. Boyce (Environmental Modelling & Software, 2026)

An ensemble method for integrating rainfall forecast products based on average mutual information decomposition - Wei Ding; Minglei Ren; Yawei Ning; Xuan Li; Jinnan Zhang; Huicheng Zhou (Environmental Modelling & Software, 2026)

A generalized user-friendly method for fusing observational data and chemical transport model (Gen-Friberg V1.0: GF-1) - Zongrun Li; Abiola S. Lawal; Bingqing Zhang; Kamal J. Maji; Pengfei Liu; Yongtao Hu; Armistead G. Russell; M. Talat Odman (Environmental Modelling & Software, 2026)

Bayesian-factorial analysis for unveiling multi-factor interactive effect on water demand in Central Asia - Yanxiao Zhou; Yongping Li; Guohe Huang; Zhenyao Shen; Yufei Zhang (Environmental Modelling & Software, 2026)

From vegetation classification to vegetation zonation: a multi-source modelling framework for evergreen broad-leaved forests in complex terrain - Shiqi Zhang; Peihao Peng; Ning Li; Juan Wang; Xuefeng Peng; Zhaozhi Luo (Environmental Modelling & Software, 2026)

Coupling dynamic data and mechanistic models for fine-scale flood simulation in a 3D virtual geographic environment - Jinbin Zhang; Hengchao Gu; Jun Zhu; Peiqi Que; Fanxu Huang; Yanhe Sun; Yuena Zhu; Weilian Li (Environmental Modelling & Software, 2026)

Multi-level enhanced visualization of virtual geographic scenes for improving risk perception: A case study of flood disaster scenes - Jun Zhu; Jianlin Wu; Yukun Guo; Jinbin Zhang; Zhihao Guo; Pei Dang; Weilian Li (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)

DSTMA-BLSTM algorithm for roadside air pollutant time series prediction and sensitivity analysis - Yusheng Qin; Xin Han; Hanwen Shi; Xiangxian Li; Jingjing Tong; Minguang Gao; Yujun Zhang (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 hybrid convolutional neural network for multi-station water level prediction: Enhancing navigation safety through spatial-temporal modelling - Zhi Yuan; Wenhai Li; Qian Zhang; Xiaoxiao Liu; Yi Liu; Jingxian Liu (Environmental Modelling & Software, 2025)

Daily runoff simulation in humid regions using the entropy-weighted ensemble learning models - Zhenyu Tang; Liping Zhang; Chen Hu; Yaze Li; Gangsheng Wang; Zhiling Zhou; Xiao Li; Zhengfeng Bao; Hui Cao; Benjun Jia (Environmental Modelling & Software, 2025)

Machine learning-based methods for dust concentration distribution prediction by utilizing back scattering images - Xutong Liu; Xuhui Kong; Wufan Xuan; Jialin Li; Andrew Nyakundi; Yuxuan Zhang; Lina Zheng; Fubao Zhou (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)

Investigate the rainfall-runoff relationship and hydrological concepts inside LSTM - Yuqian Hu; Heng Li; Chunxiao Zhang; Tianbao Wang; Wenhao Chu; Rongrong Li (Environmental Modelling & Software, 2025)

Unveiling uncertainties in soil organic carbon modeling: the critical role of climate response functions - Huiwen Li; Yue Cao; Jingfeng Xiao; Wenxin Zhang; Yiping Wu; Arshad Ali; Zuoqiang Yuan (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)

NSVineCopula: R package for modeling non-stationary multivariate dependence - Q. Zhang; Y.P. Li; G.H. Huang; X.M. Huang; H. Wang; Z. Wang; Z.P. Xu; Y.Y. Wang; Z.Y. Shen (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)

Multi-granularity PM2.5 concentration long sequence prediction model combined with spatial–temporal graph - Bo Zhang; Hongsheng Qin; Yuqi Zhang; Maozhen Li; Dongming Qin; Xiaoyang Guo; Meizi Li; Chang Guo (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)

Wind-generated flow modeling and future circulation prediction of lakes under complex wind field - A case study of Qinghai Lake - Junyang Li; Yuanfu Zhang; Yuxiu Li; Kai Ma; Zhikang Wang; Xiaohan Zhang; Yuchuan Yi; Pengxiang Lu; Zhiqian Gao; Min Wang (Environmental Modelling & Software, 2025)

Fine-tuning long short-term memory models for seamless transition in hydrological modelling: From pre-training to post-application - Xingtian Chen; Yuhang Zhang; Aizhong Ye; Jinyang Li; Kuolin Hsu; Soroosh Sorooshian (Environmental Modelling & Software, 2025)

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)

Exploring unseen 3D scenarios of physics variables using machine learning-based synthetic data: An application to wave energy converters - César Quilodrán-Casas; Qian Li; Ningbo Zhang; Sibo Cheng; Shiqiang Yan; Qingwei Ma; Rossella Arcucci (Environmental Modelling & Software, 2024)

Enhancing hydrological extremes prediction accuracy: Integrating diverse loss functions in Transformer models - Xue Li; Qi-Liang Sun; Yanfei Zhang; Jian Sha; Man Zhang (Environmental Modelling & Software, 2024)

An open online simulation strategy for hydrological ensemble forecasting - Yuanqing He; Min Chen; Yongning Wen; Qingyun Duan; Songshan Yue; Jiapeng Zhang; Wentao Li; Ruochen Sun; Zizhuo Zhang; Ruoyu Tao; Wei Tang; Guonian Lü (Environmental Modelling & Software, 2024)

Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries - Tao Wang; Chenming Zhang; Ye Ma; Harald Hofmann; Congrui Li; Zicheng Zhao (Environmental Modelling & Software, 2024)

A 3D-Panoramic fusion flood enhanced visualization method for VR - Pei Dang; Jun Zhu; Yuxuan Zhou; Yuting Rao; Jigang You; Jianlin Wu; Mengting Zhang; Weilian Li (Environmental Modelling & Software, 2023)

Evolution stage identification of haze pollution episodes in beijing using constrained dynamic time warping and multiway principal component analysis - Hao Zhang; Yilun Lin; Jinye Ran; Junyi Yu; Morui Zhu; Hengqi Li; Yongli Jiao (Environmental Modelling & Software, 2023)

A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD - Fanming Wu; Pengfei Min; Yan Jin; Kenan Zhang; Hongyu Liu; Jumin Zhao; Dengao Li (Environmental Modelling & Software, 2023)

Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology - Feini Huang; Wei Shangguan; Qingliang Li; Lu Li; Ye Zhang (Environmental Modelling & Software, 2023)

A comprehensive drought index based on remote sensing data and nested copulas for monitoring meteorological and agroecological droughts: A case study on the Qinghai-Tibet Plateau - Yujia Cheng; Ke Zhang; Lijun Chao; Wuzhi Shi; Jin Feng; Yunping Li (Environmental Modelling & Software, 2023)

Data-driven surrogate modeling: Introducing spatial lag to consider spatial autocorrelation of flooding within urban drainage systems - Heng Li; Chunxiao Zhang; Min Chen; Dingtao Shen; Yunyun Niu (Environmental Modelling & Software, 2023)