Frontiers in Environmental Science | Environmental Informatics and Remote Sensing

Original Research

Accepted on 30 Jan 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

Ahmad Alsaber
Muhammad Khan
JIAZHU PAN
Amani Alshatti
Alison J. Gray

Frontiers in Environmental Science

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

339 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

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

6,087 views

Original Research

Accepted on 26 Jan 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

109 views

Original Research

Accepted on 26 Jan 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

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

536 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

186 views

Original Research

Published on 21 Jan 2026

Segmentation of arctic coastal shoreline and bluff edges using optical satellite imagery and deep learning

in Environmental Informatics and Remote Sensing

Harshavardhini Bagavathyraj
Sergio Vargas Zesati
Olac Fuentes
Sasha Peterson
Craig E. Tweedie

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1657984

637 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

606 views

Original Research

Accepted on 19 Jan 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

117 views

Original Research

Accepted on 16 Jan 2026

Optimizing Shoreline Suitability Models Framework: Integrating Advanced GIS Methodologies at Aberdeen Proving Ground, Maryland

in Environmental Informatics and Remote Sensing

Afsheen Sadaf
Jules Bruck

Frontiers in Environmental Science

253 views

Original Research

Published on 15 Jan 2026

Spatial assessment of ecological sensitivity for sustainable planning in Lijiang city using GIS and AHP

in Environmental Informatics and Remote Sensing

Tiantian Yao
Qian Liu
Wenjing Liang

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1706883

786 views

Original Research

Published on 14 Jan 2026

Validation and ensemble-based layer-wise correction of soil moisture observations from automatic stations

in Environmental Informatics and Remote Sensing

Huirong Li
Yaochen Li
Meng Ji
Chenlu Xu
Yongming Xu
Chunmei Wang
Moru Yan
Fan Chen
Wei Zhang

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1731181

578 views

Original Research

Accepted on 12 Jan 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
Weidan Dong

Frontiers in Environmental Science

139 views

Original Research

Published on 12 Jan 2026

A machine learning-based study on ecological sensitivity and its driving factors in the karst landforms of Yangshuo County, Guilin

in Environmental Informatics and Remote Sensing

Yu-tian Zhao
Yi-zhu Wang
Xiao-li Liu
Yu Shi
Jing Yang

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1742310

676 views

Original Research

Published on 07 Jan 2026

Early detection of vegetation stress in Nairobi national park: structural change analysis from 2005 to 2025

in Environmental Informatics and Remote Sensing

Isaac Kipkemoi

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1662155

844 views

Original Research

Published on 06 Jan 2026

Impact of artificial intelligence on the achievement of sustainable development goals across China

in Environmental Informatics and Remote Sensing

Chenggang Li
Xiaopiao Pan
Mu Yue
Jianjun Ge
Wenqi Wang
Guanghui Zhao

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1688466

1,288 views

Original Research

Published on 05 Jan 2026

Statistical models for mapping solar irradiation across southern Thailand using meteorological and satellite data

in Environmental Informatics and Remote Sensing

Rusmadee Sabooding
Thammarat Panityakul
Anan Khampeera
Sukrit Kirtsaeng
Orawit Thinnukool

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1657447

775 views

Original Research

Accepted on 02 Jan 2026

Geospatial Evaluation of River Basin Small Hydropower Potential Using AHP

in Environmental Informatics and Remote Sensing

MERAL KORKMAZ

Frontiers in Environmental Science

168 views

Original Research

Published on 02 Jan 2026

A machine learning-driven framework for enhancing underwater visual signal processing in marine ecosystem economic monitoring and anthropogenic impact assessment

in Environmental Informatics and Remote Sensing

Wang Minglong
Zhu Feng
Jian Hu

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1689855

1,031 views

Original Research

Accepted on 30 Dec 2025

An AI-Driven Framework for Coastal City Monitoring via Deep Learning and Earth Observation

in Environmental Informatics and Remote Sensing

Xuan Zheng

Frontiers in Environmental Science

249 views

Original Research

Published on 18 Dec 2025

Dimensionality reduction in solar radiation forecasting: a combined PCA-SVM framework for renewable energy applications

in Environmental Informatics and Remote Sensing

S. Sharief Basha
A. Nagaraja Rao
T. K. Nida Fariz

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1692076

1,236 views

Original Research

Published on 10 Dec 2025

Analysis of spectral signatures and vegetation indices to assess the response of faba bean plants to varying zinc levels under sandy soil conditions

in Environmental Informatics and Remote Sensing

Ghada A. Khdery
I. M. El-Metwally
Mohamed S. Shokr
Jose Emilio Meroño de Larriva
Ali Abdullah Aldosari

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1706260

949 views

699 articles

articles

Development of a Novel Imputation Framework for PM2.5 Particle Data in Pakistani Cities using Machine Learning and Statistical Techniques

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

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

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

Segmentation of arctic coastal shoreline and bluff edges using optical satellite imagery and deep learning

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

Spatiotemporal Dynamics and Drivers of Ecological Quality in Shaanxi (Yellow River Basin, China) Based on Optimized RSEI and SHAP

Optimizing Shoreline Suitability Models Framework: Integrating Advanced GIS Methodologies at Aberdeen Proving Ground, Maryland

Spatial assessment of ecological sensitivity for sustainable planning in Lijiang city using GIS and AHP

Validation and ensemble-based layer-wise correction of soil moisture observations from automatic stations

A GIS-Based Study on the Spatial Distribution and Revitalization Patterns of Industrial Heritage in Northeast China

A machine learning-based study on ecological sensitivity and its driving factors in the karst landforms of Yangshuo County, Guilin

Early detection of vegetation stress in Nairobi national park: structural change analysis from 2005 to 2025

Impact of artificial intelligence on the achievement of sustainable development goals across China

Statistical models for mapping solar irradiation across southern Thailand using meteorological and satellite data

Geospatial Evaluation of River Basin Small Hydropower Potential Using AHP

A machine learning-driven framework for enhancing underwater visual signal processing in marine ecosystem economic monitoring and anthropogenic impact assessment

An AI-Driven Framework for Coastal City Monitoring via Deep Learning and Earth Observation

Dimensionality reduction in solar radiation forecasting: a combined PCA-SVM framework for renewable energy applications

Analysis of spectral signatures and vegetation indices to assess the response of faba bean plants to varying zinc levels under sandy soil conditions