Frontiers in Environmental Science | Environmental Informatics and Remote Sensing

Original Research

Accepted on 03 Mar 2026

Accuracy Evaluation of Cost-Effective 3D Reconstruction Approaches for Hydrobiogeochemical Processes in Non-Perennial Stream Riverbeds

in Environmental Informatics and Remote Sensing

Jie Bao
Yunxiang Chen
Vanessa Garayburu-Caruso
Etienne Fluet-Chouinard
Maggi Laan
John Smart
Kameron Markham
Lupita Renteria
Brieanne Forbes
Amy E Goldman

Frontiers in Environmental Science

Correction

Published on 03 Mar 2026

Correction: Optimizing shoreline suitability models framework: integrating advanced GIS methodologies at Aberdeen Proving Ground, Maryland

in Environmental Informatics and Remote Sensing

Afsheen Sadaf
Julie Bruck

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1812979

Original Research

Accepted on 02 Mar 2026

Provincial Carbon Emission Forecasting: A Framework Integrating Regional Partitioning and Personalized Federated Learning

in Environmental Informatics and Remote Sensing

Yonggang Xiao
Huanyu Zhao
Ming Li
Chengzu Wang

Frontiers in Environmental Science

Original Research

Published on 26 Feb 2026

On WRF hybrid-dynamic regression approach in heavy rainfall forecasting over the Northern of Thailand

in Environmental Informatics and Remote Sensing

Nattawadee Sirisombat
Ronnason Chinram
Thammarat Panityakul
Orawit Thinnukool

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1659521

230 views

Original Research

Accepted on 23 Feb 2026

An Interpretable Building Air Conditioning Load Forecasting Framework Using SSA-Optimized Bi-LSTM and SHAP Analysis

in Environmental Informatics and Remote Sensing

Yingfeng Wei
Hui Chen
Ye Tian
Xiongwei Yi
Gean Cui
Guiyuan Wang
Shikang Zhang
Lu Dong
Jiaqi Qian
Huimin Liu

Frontiers in Environmental Science

Original Research

Accepted on 23 Feb 2026

Spatial distribution characteristics and optimization strategies of carbon sequestration service in the Yellow River Basin ecosystems: A case study of Shanxi Section

in Environmental Informatics and Remote Sensing

Jiakai Ma
Zeyu Zhang
JingXuan WU
Ben Wang
Zhilei Zhen

Frontiers in Environmental Science

Original Research

Accepted on 23 Feb 2026

An Integrated Framework Combining Multi-Resolution Satellite Data, Deep Learning, and Process-Based Modeling for Urban Carbon Accounting

in Environmental Informatics and Remote Sensing

Faten Dhawi
Abdul Ghafoor
Nora A. Alkhaldi

Frontiers in Environmental Science

Original Research

Published on 20 Feb 2026

An AI-driven framework for coastal city monitoring via deep learning and earth observation

in Environmental Informatics and Remote Sensing

Hui Sun
Xuan Zheng

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1688417

462 views

Original Research

Accepted on 19 Feb 2026

Seasonal Dynamics and Spatial Heterogeneity of Vegetation Recovery Around Power Transmission Facilities in North China

in Environmental Informatics and Remote Sensing

Lei Wang
Wei Yan
Kun Song
Xiaolin Wu
Zhiyong Xu

Frontiers in Environmental Science

Original Research

Published on 19 Feb 2026

Development of a novel imputation framework for PM2.5 particle data in Pakistani cities using machine learning and statistical techniques

in Environmental Informatics and Remote Sensing

Muhammad Asad Khan
Jiazhu Pan
Amani Alshatti
Ahmad Alsaber
Alison Gray

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1775982

252 views

Original Research

Published on 16 Feb 2026

Optimizing shoreline suitability models framework: integrating advanced GIS methodologies at Aberdeen Proving Ground, Maryland

in Environmental Informatics and Remote Sensing

Afsheen Sadaf
Julie Bruck

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1746020

565 views

Original Research

Published on 16 Feb 2026

Monitoring chlorophyll-a in Phewa Lake, Nepal using satellite images and ensemble-based learning

in Environmental Informatics and Remote Sensing

Prayon Joshi
Richard Storey
Srijit Sharma
Bhogendra Mishra

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1717629

491 views

Original Research

Published on 11 Feb 2026

A deep learning approach for assessing environmental stress dynamics in the Makkah watersheds, Saudi Arabia

in Environmental Informatics and Remote Sensing

Asma A. Al-Huqail
Zubairul Islam

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1723462

475 views

Original Research

Accepted on 10 Feb 2026

Modeling the Potential Distribution of Seagrass Beds in the Joal-Fadiouth Marine Protected Area (Senegal) Using Satellite Data and Environmental Parameters

in Environmental Informatics and Remote Sensing

Amadou Sadio DIALLO
Bocar SY
Dieynaba SECK

Frontiers in Environmental Science

366 views

Original Research

Published on 10 Feb 2026

Estimation of heavy metals in agricultural soil using near-infrared spectroscopy with the improved evolutionary method

in Environmental Informatics and Remote Sensing

Shaoyong Hong
Siyuan Zhang
Miaoquan Lin
Fangxiu Meng
Can Hou
Huazhou Chen

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1656095

541 views

Original Research

Published on 09 Feb 2026

Geospatial evaluation of river basin small hydropower potential using AHP

in Environmental Informatics and Remote Sensing

Meral Korkmaz

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1749841

625 views

Original Research

Published on 09 Feb 2026

Spatiotemporal dynamics and drivers of ecological quality in Shaanxi (Yellow River Basin, China) based on optimized RSEI and SHAP

in Environmental Informatics and Remote Sensing

Chan Ma
Chi Zhang
Hongqiang Chen
Ming Ma
Siyu Wang

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1721306

419 views

Original Research

Published on 05 Feb 2026

A GIS-based study on the spatial distribution and revitalization patterns of industrial heritage in northeast China

in Environmental Informatics and Remote Sensing

Yinghang Fu
Sang-Jun Lee
Mi-Sun Kim
Xinying Wang
Weidan Dong

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1735725

677 views

Original Research

Published on 30 Jan 2026

Spatiotemporal dynamics and driving mechanisms of carbon sequestration advantage across ecological zones: a case study from 2000 to 2023 in the Zhangjiakou–Chengde region, China

in Environmental Informatics and Remote Sensing

Huan Huang
Yi-Xiang Kan
Ye Wang
Zhong-Cai Xue
Wei Wang

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1709990

485 views

Systematic Review

Accepted on 27 Jan 2026

Technological innovation for environmental monitoring of strategic ecosystems: implications for sustainability

in Environmental Informatics and Remote Sensing

Mercedes Gaitan-Angulo
Siberman Carvajal
Jairo Rangel

Frontiers in Environmental Science

138 views

FAIR² Data

Published on 27 Jan 2026

Atoll biodiversity and environments: an AI-ready, interactive data portal for Indo-Pacific atolls

in Environmental Informatics and Remote Sensing

Sebastian Steibl
Michael W. Burnett
Nick D. Holmes
Alex Wegmann
James C. Russell

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1723851

13,129 views

Original Research

Published on 23 Jan 2026

Assessing habitat suitability of protected migratory birds in coastal wetlands with multi-source data and a probability-averaging ensemble

in Environmental Informatics and Remote Sensing

Xue Sha
Huachen Xie
Yi Zeng

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1717824

659 views

Original Research

Accepted on 21 Jan 2026

Integrating LiDAR and Multispectral Remote Sensing Data for Understanding Wetland-Flood Dynamics: A literature Review

in Environmental Informatics and Remote Sensing

Leila Hashemi Beni

Frontiers in Environmental Science

238 views

Original Research

Published on 21 Jan 2026

Assessing air quality variations in relation to vegetation patterns and meteorological conditions using remote sensing

in Environmental Informatics and Remote Sensing

Sisipho Ngebe
Nasiphi Ngcoliso
Lerato Shikwambana

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1716354

741 views

708 articles

articles

Accuracy Evaluation of Cost-Effective 3D Reconstruction Approaches for Hydrobiogeochemical Processes in Non-Perennial Stream Riverbeds

Correction: Optimizing shoreline suitability models framework: integrating advanced GIS methodologies at Aberdeen Proving Ground, Maryland

Provincial Carbon Emission Forecasting: A Framework Integrating Regional Partitioning and Personalized Federated Learning

On WRF hybrid-dynamic regression approach in heavy rainfall forecasting over the Northern of Thailand

An Interpretable Building Air Conditioning Load Forecasting Framework Using SSA-Optimized Bi-LSTM and SHAP Analysis

Spatial distribution characteristics and optimization strategies of carbon sequestration service in the Yellow River Basin ecosystems: A case study of Shanxi Section

An Integrated Framework Combining Multi-Resolution Satellite Data, Deep Learning, and Process-Based Modeling for Urban Carbon Accounting

An AI-driven framework for coastal city monitoring via deep learning and earth observation

Seasonal Dynamics and Spatial Heterogeneity of Vegetation Recovery Around Power Transmission Facilities in North China

Development of a novel imputation framework for PM2.5 particle data in Pakistani cities using machine learning and statistical techniques

Optimizing shoreline suitability models framework: integrating advanced GIS methodologies at Aberdeen Proving Ground, Maryland

Monitoring chlorophyll-a in Phewa Lake, Nepal using satellite images and ensemble-based learning

A deep learning approach for assessing environmental stress dynamics in the Makkah watersheds, Saudi Arabia

Modeling the Potential Distribution of Seagrass Beds in the Joal-Fadiouth Marine Protected Area (Senegal) Using Satellite Data and Environmental Parameters

Estimation of heavy metals in agricultural soil using near-infrared spectroscopy with the improved evolutionary method

Geospatial evaluation of river basin small hydropower potential using AHP

Spatiotemporal dynamics and drivers of ecological quality in Shaanxi (Yellow River Basin, China) based on optimized RSEI and SHAP

A GIS-based study on the spatial distribution and revitalization patterns of industrial heritage in northeast China

Spatiotemporal dynamics and driving mechanisms of carbon sequestration advantage across ecological zones: a case study from 2000 to 2023 in the Zhangjiakou–Chengde region, China

Technological innovation for environmental monitoring of strategic ecosystems: implications for sustainability

Atoll biodiversity and environments: an AI-ready, interactive data portal for Indo-Pacific atolls

Assessing habitat suitability of protected migratory birds in coastal wetlands with multi-source data and a probability-averaging ensemble

Integrating LiDAR and Multispectral Remote Sensing Data for Understanding Wetland-Flood Dynamics: A literature Review

Assessing air quality variations in relation to vegetation patterns and meteorological conditions using remote sensing