Weekly Literature Review

Week 2 · January 6–January 12, 2025

50 relevant papers found across 5 themes

Executive Summary

This week’s review covers 50 papers across 5 themes. The most cited paper examines One-quarter of freshwater fauna threatened with extinction, with 244 citations. Key research areas include climate change and terrestrial water storage, flood risk assessment and extreme precipitation, machine learning and ai for hydrological prediction.


Table of Contents

  1. Executive Summary
  2. Climate Change and Terrestrial Water Storage
    1. Impacts on and damage to European forests from the 2018–2022 heat and drought events
    2. Lithological Controls on Pore Structure and Their Implications for Deep Shale Gas Reservoir Quality in the Longmaxi Formation, Luzhou area, Southern Sichuan Basin, China
    3. Leveraging the capabilities of multinational firms to address climate change: a finance perspective
    4. Renewable energy consumption efficiency, greenhouse gas emission efficiency, and climate change in Europe
    5. Applying microbial biostimulants and drought-tolerant genotypes to enhance barley growth and yield under drought stress
    6. Firm-level climate change risk and corporate debt maturity
    7. Perspectives and challenges of marine carbon dioxide removal
    8. Hydrogeodesy Facilitates the Accurate Assessment of Extreme Drought Events
    9. Climate change and terrigenous inputs decrease the efficiency of the future Arctic Ocean’s biological carbon pump
    10. Assessing Climate Change Impact on Rainfall Patterns in Northeastern India and Its Consequences on Water Resources and Rainfed Agriculture
    11. Photosynthetic performance, pigments and biochemicals influence seed yield in rapeseed under water deficit conditions: MGIDI index helps screening drought-tolerant genotypes
    12. Temporal and spatial variations of urban surface temperature and correlation study of influencing factors
    13. Subsurface hydrological controls on the short-term effects of hurricanes on nitrate–nitrogen runoff loading: a case study of Hurricane Ida using the Energy Exascale Earth System Model (E3SM) Land Model (v2.1)
    14. Climate change and its impacts on hydrological regimes over the Bengal delta
    15. Perceived climate change impacts and adaptation responses in ten African mountain regions
    16. A novel implementation of pre-processing approaches and hybrid kernel-based model for short- and long-term groundwater drought forecasting
    17. Green synthesized FeNPs ameliorate drought stress in Spinacia oleracea L. through improved photosynthetic capacity, redox balance, and antioxidant defense
    18. How do firms respond to climate change? Evidence based on ESG performance
  3. Flood Risk Assessment and Extreme Precipitation
    1. A Year Marked by Extreme Precipitation and Floods: Weather and Climate Extremes in 2024
    2. Data-driven strategies to improve nitrogen use efficiency of rice farming in South Asia
    3. Interpretable flash flood susceptibility mapping in Yarlung Tsangpo River Basin using H2O Auto-ML
    4. Toward explainable flood risk prediction: Integrating a novel hybrid machine learning model
    5. Mitigating coastal flood risks in the Sundarbans: A combined InVEST and machine learning approach
    6. Invited perspectives: Integrating hydrologic information into the next generation of landslide early warning systems
    7. When the levee breaks: The impact of floods on educational outcomes in China
  4. Machine Learning and AI for Hydrological Prediction
    1. Improving flood hazard susceptibility assessment by integrating hydrodynamic modeling with remote sensing and ensemble machine learning
    2. Interpretable machine learning reveals transport of aged microplastics in porous media: Multiple factors co-effect
    3. DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States
    4. Landslide susceptibility assessment for Uttarakhand, a Himalayan state of India, using multi-criteria decision making, bivariate, and machine learning models
    5. A comparative hydrochemical assessment of groundwater quality for drinking and irrigation purposes using different statistical and ML models in lower Gangetic alluvial plain, Eastern India.
    6. Multi-year simulations at kilometre scale with the Integrated Forecasting System coupled to FESOM2.5 and NEMOv3.4
    7. Machine learning boosts wind turbine efficiency with smart failure detection and strategic placement
  5. Water Management, Irrigation, and Groundwater
    1. Pharmaceuticals as emerging pollutants: Implications for water resource management in Malaysia
    2. Integrated irrigation and nitrogen optimization is a resource-efficient adaptation strategy for US maize and soybean production
    3. Groundwater quality assessment for drinking, irrigation, aquaculture, and industrial uses in the waterlogged northeastern Nile Delta, Egypt: a multivariate statistical approach and water quality indices
    4. Impacts of groundwater storage variability on soil salinization in a semi-arid agricultural plain
    5. Micro-nano aerated subsurface drip irrigation and biochar promote photosynthesis, dry matter accumulation and yield of cucumbers in greenhouse
    6. Calibration of Low-Cost Capacitive Soil Moisture Sensors for Irrigation Management Applications
    7. The new urban wastewater treatment directive from the perspective of the receiving rivers’ quality
  6. Hydrological Processes, Snow Dynamics, and Remote Sensing
    1. One-quarter of freshwater fauna threatened with extinction
    2. A Sentinel-1 SAR-based global 1-km resolution soil moisture data product: Algorithm and preliminary assessment
    3. A first attempt to model global hydrology at hyper-resolution
    4. Review of gridded climate products and their use in hydrological analyses reveals overlaps, gaps, and the need for a more objective approach to selecting model forcing datasets
    5. Unravelling groundwater–stream connections over the continental United States
    6. Morphometric and land use land cover analysis for the management of water resources in Guder sub-basin, Ethiopia
    7. Spatial distribution, sediment‒water partitioning, risk assessment and source apportionment of heavy metals in the Golmud River-Dabson Salt Lake ecosystem
    8. Sources and Pathways of PFAS Occurrence in Water Sources: Relative Contribution of Land-Applied Biosolids in an Agricultural Dominated Watershed
    9. Assessing the Impact of Land Use and Land Cover Change on Environmental Parameters in Khyber Pakhtunkhwa, Pakistan: A Comprehensive Study and Future Projections
    10. Spatiotemporal analysis of urban expansion, land use dynamics, and thermal characteristics in a rapidly growing megacity using remote sensing and machine learning techniques
    11. Advances in photothermal water evaporation: synthesis, mechanisms, and coupled techniques
  7. Statistics
    1. Papers by journal
  8. Filtering Criteria

Climate Change and Terrestrial Water Storage

This week features 18 papers examining the intersection of climate change and terrestrial water dynamics. Studies investigate water storage changes, drought mechanisms and projections, vegetation-water interactions, and Earth system model uncertainties. Key contributions address large-scale water storage trends, land-atmosphere coupling effects on drought onset, and methods for characterizing future drought under climate change scenarios.

Impacts on and damage to European forests from the 2018–2022 heat and drought events

Authors: Florian Knutzen, Paul Averbeck, Caterina Barrasso, Laurens M. Bouwer, Barry Gardiner, José M. Grünzweig et al.

Journal: Natural hazards and earth system sciences · DOI: 10.5194/nhess-25-77-2025 · Citations: 87

Matched topics: streamflow, drought

Abstract. Drought and heat events in Europe are becoming increasingly frequent due to human-induced climate change, impacting both human well-being and ecosystem functioning. The intensity and effects of these events vary across the continent, making it crucial for decision-makers to understand spatial variability in drought impacts. Data on drought-related damage are currently dispersed across scientific publications, government reports, and media outlets. This study consolidates data on dro…


Lithological Controls on Pore Structure and Their Implications for Deep Shale Gas Reservoir Quality in the Longmaxi Formation, Luzhou area, Southern Sichuan Basin, China

Authors: Jing Li, Qing Zhang, Wei Jiang, Hu Li, Li Li, Taofeng Xue et al.

Journal: Energy & Fuels · DOI: 10.1021/acs.energyfuels.4c05247 · Citations: 35

Matched topics: reservoir

This study investigates shale samples from the Longyi1 submember (SM) in the Luzhou area of the Sichuan Basin. A series of experiments, including organic matter content analysis, vitrinite reflectance, whole-rock mineral X-ray diffraction, carbon dioxide adsorption, nitrogen adsorption, high-pressure mercury intrusion, and argon ion polishing scanning electron microscopy, were conducted to characterize the full pore size distribution of different shale phases in the Longmaxi Formation (LMX FM…


Leveraging the capabilities of multinational firms to address climate change: a finance perspective

Authors: Franklin Allen, Adelina Bărbălău, Erik Chavez, Federica Zeni

Journal: Journal of International Business Studies · DOI: 10.1057/s41267-024-00748-w · Citations: 29

Matched topics: climate change

Climate change and the associated issue of curbing carbon emissions have risen on the agenda of policymakers worldwide. However, global coordination on matters such as harmonized regulation has been subject to significant political frictions, and the large intergovernmental transfers needed to finance the transition of developing economies have proven hard to raise. Recently, there have been considerable responses to climate change from the private sector, with stakeholders placing more press…


Renewable energy consumption efficiency, greenhouse gas emission efficiency, and climate change in Europe

Authors: Tai‐Yu Lin, Yung‐ho Chiu, Chia Hsin Chen, Li Ji

Journal: Geoenergy Science and Engineering · DOI: 10.1016/j.geoen.2025.213665 · Citations: 31

Matched topics: climate change

Abstract not available.


Applying microbial biostimulants and drought-tolerant genotypes to enhance barley growth and yield under drought stress

Authors: Mohamed Ferioun, Ilham Zouitane, Said Bouhraoua, Yasmine Elouattassi, Douae Belahcen, Abdellatif Errabbani et al.

Journal: Frontiers in Plant Science · DOI: 10.3389/fpls.2024.1494987 · Citations: 30

Matched topics: drought

With climate change, the frequency of regions experiencing water scarcity is increasing annually, posing a significant challenge to crop yield. Barley, a staple crop consumed and cultivated globally, is particularly susceptible to the detrimental effects of drought stress, leading to reduced yield production. Water scarcity adversely affects multiple aspects of barley growth, including seed germination, biomass production, shoot and root characteristics, water and osmotic status, photosynthes…


Firm-level climate change risk and corporate debt maturity

Authors: John W. Goodell, Alessia Palma, Andrea Paltrinieri, Stefano Piserà

Journal: Journal of International Money and Finance · DOI: 10.1016/j.jimonfin.2025.103275 · Citations: 30

Matched topics: climate change

Abstract not available.


Perspectives and challenges of marine carbon dioxide removal

Authors: Andreas Oschlies, Lennart T. Bach, Katja Fennel, Jean‐Pierre Gattuso, Nadine Mengis

Journal: Frontiers in Climate · DOI: 10.3389/fclim.2024.1506181 · Citations: 29

Matched topics: earth system model

The Paris Agreement to limit global warming to well below 2°C requires drastic reductions in greenhouse gas emissions and the balancing of any remaining emissions by carbon dioxide removal (CDR). Due to uncertainties about the potential and durability of many land-based approaches to deliver sufficient CDR, marine CDR options are receiving more and more interest. We present the current state of knowledge regarding the potentials, risks, side effects as well as challenges associated with techn…


Hydrogeodesy Facilitates the Accurate Assessment of Extreme Drought Events

Authors: Yunlong Wu, Yulong Zhong, Sulan Liu, Guodong Xu, Cuiyu Xiao, Xiaohui Wu et al.

Journal: Journal of Earth Science · DOI: 10.1007/s12583-024-0123-z · Citations: 23

Matched topics: hydrology, drought

Abstract not available.


Climate change and terrigenous inputs decrease the efficiency of the future Arctic Ocean’s biological carbon pump

Authors: Laurent Oziel, Özgür Gürses, Sinhué Torres‐Valdés, Clara J. M. Hoppe, Björn Rost, Onur Karakuş et al.

Journal: Nature Climate Change · DOI: 10.1038/s41558-024-02233-6 · Citations: 21

Matched topics: climate change, earth system model

Abstract The Arctic experiences climate changes that are among the fastest in the world and affect all Earth system components. Despite expected increase in terrigenous inputs to the Arctic Ocean, their impacts on biogeochemical cycles are currently largely neglected in IPCC-like models. Here we used a state-of-the-art high-resolution ocean biogeochemistry model that includes carbon and nutrient inputs from rivers and coastal erosion to produce twenty-first-century pan-Arctic projections. Sur…


Assessing Climate Change Impact on Rainfall Patterns in Northeastern India and Its Consequences on Water Resources and Rainfed Agriculture

Authors: Debasish Chakraborty, A. Roy, Nongmaithem Uttam Singh, Saurav Saha, Shaon Kumar Das, Nilimesh Mridha et al.

Journal: Earth · DOI: 10.3390/earth6010002 · Citations: 16

Matched topics: hydrology, streamflow, climate change

To understand the impact of climate change on water resources, this research investigates long-term rainfall trends and anomalies across Northeastern India (NEI), covering Assam and Meghalaya (A&M); Nagaland, Manipur, Mizoram, and Tripura (NMMT); and Sub-Himalayan West Bengal and Sikkim (SHWB&S) using different statistical tests including innovative trend analysis (ITA). The study scrutinizes 146 years of rainfall statistics, trend analyses, variability, and probability distribution c…


Photosynthetic performance, pigments and biochemicals influence seed yield in rapeseed under water deficit conditions: MGIDI index helps screening drought-tolerant genotypes

Authors: Maryam Salami, Helin Tan, Bahram Alizadeh, Bahram Heidari

Journal: Field Crops Research · DOI: 10.1016/j.fcr.2024.109733 · Citations: 24

Matched topics: drought

Abstract not available.


Temporal and spatial variations of urban surface temperature and correlation study of influencing factors

Authors: Lei Ding, Xiao Xiao, Haitao Wang

Journal: Scientific Reports · DOI: 10.1038/s41598-025-85146-4 · Citations: 24

Matched topics: land surface model

Urban overheating significantly affects thermal comfort and livability, making it essential to understand the relationship between urban form and land surface temperature (LST). While the horizontal dimensions of urban form have been widely studied, the vertical structures and their impact on LST remain underexplored. This study investigates the influence of three-dimensional urban form characteristics on LST, using ECOSTRESS sensor data and four machine learning models. Six urban morphology …


Subsurface hydrological controls on the short-term effects of hurricanes on nitrate–nitrogen runoff loading: a case study of Hurricane Ida using the Energy Exascale Earth System Model (E3SM) Land Model (v2.1)

Authors: Yilin Fang, Hoang Tran, L. Ruby Leung

Journal: Geoscientific model development · DOI: 10.5194/gmd-18-19-2025 · Citations: 1

Matched topics: hydrology, hydrologic model, runoff, land surface model, earth system model

Abstract. When the nutrient level in the soil surpasses vegetation demand, nutrient losses due to surface runoff and subsurface leaching are the major reasons for the deterioration of water quality. The lower Mississippi River basin (LMRB) is one of the sub-basins that deliver the highest nitrogen loads to the Gulf of Mexico. Potential changes in episodic events induced by hurricanes may exacerbate water quality issue in the future. However, uncertainties in modeling the hydrologic response t…


Climate change and its impacts on hydrological regimes over the Bengal delta

Authors: M Ali, Partha Biswas, Muhammad Qumrul Hassan, Md. Ariful Islam

Journal: Results in Engineering · DOI: 10.1016/j.rineng.2024.103861 · Citations: 13

Matched topics: hydrology, runoff, climate change

• The Bengal delta is among the top ten countries globally that might face severe consequences from climate change. • The January and April temperature of Bangladesh will increase by 1.7- 2.4 °C, and 3.1 – 4.3 °C respectively, under SSP4.5. • Higher temperatures are expected under SSP8.5 compared to those of SSP4.5. • The evapotranspiration will increase by 50-150 mm, runoff and recharge will decrease by 50-150 mm and 60-100 mm, respectively under SSP8.5 • Monthly rainfall exhibited varying d…


Perceived climate change impacts and adaptation responses in ten African mountain regions

Authors: Aida Cuní‐Sanchez, Abreham Berta Aneseyee, Ghislain Kabumba R. Baderha, Rodrigue Batumike, Robert Bitariho, Gérard Imani et al.

Journal: Nature Climate Change · DOI: 10.1038/s41558-024-02221-w · Citations: 22

Matched topics: climate change

Abstract Mountain regions are particularly vulnerable to climate change impacts. Yet, little is known about local adaptation responses in African mountain regions, especially if these are incremental or transformational. First, using household questionnaires, we interviewed 1,500 farmers across ten African mountain regions to investigate perceived climate change impacts and adaptation responses. Second, through a reflective process involving all co-authors, we identified: (1) main constraints…


A novel implementation of pre-processing approaches and hybrid kernel-based model for short- and long-term groundwater drought forecasting

Authors: Saman Shahnazi, Kiyoumars Roushangar, Hossein Hashemi

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2025.132667 · Citations: 17

Matched topics: hydrologic model, drought

Abstract not available.


Green synthesized FeNPs ameliorate drought stress in Spinacia oleracea L. through improved photosynthetic capacity, redox balance, and antioxidant defense

Authors: Javeria Naseem, Anis Ali Shah, Sheeraz Usman, Shakil Ahmed, Mansour K. Gatasheh, Shifa Shaffique et al.

Journal: Scientific Reports · DOI: 10.1038/s41598-024-84061-4 · Citations: 21

Matched topics: drought

. These findings suggest that FeNPs could be a helpful tool for lessening the harmful consequences of drought stress and this can be used for abiotic stress alleviation in other crops as well.


How do firms respond to climate change? Evidence based on ESG performance

Authors: Mengzhe Xue, Mengyuan Lu, Anna Min Du, Bowen Zheng

Journal: International Review of Economics & Finance · DOI: 10.1016/j.iref.2025.103863 · Citations: 21

Matched topics: climate change

Climate change has become an unavoidable external force influencing firms’ operations by reshaping policy environments and raising societal expectations. As a result, firms are compelled to adopt measures to address these challenges. This study examines the causal relationship between climate change and firms’ ESG (Environmental, Social, and Governance) performance using data from Chinese manufacturing firms listed between 2009 and 2021, while controlling for firm-specific and climate-related…


Flood Risk Assessment and Extreme Precipitation

Flood risk assessment and extreme precipitation research are well represented this week with 7 papers advancing methodologies for flood susceptibility mapping, early warning systems, and resilience evaluation. Multiple studies employ GIS-based multi-criteria approaches and machine learning methods for spatial flood hazard assessment across diverse regions. Research also addresses the social dimensions of flood preparedness and strategic planning for flood mitigation.

A Year Marked by Extreme Precipitation and Floods: Weather and Climate Extremes in 2024

Authors: Wenxia Zhang, Tianjun Zhou, Wanheng Ye, Tingyu Zhang, Lixia Zhang, Piotr Wolski et al.

Journal: Advances in Atmospheric Sciences · DOI: 10.1007/s00376-025-4540-4 · Citations: 35

Matched topics: hydrology, flood

Abstract not available.


Data-driven strategies to improve nitrogen use efficiency of rice farming in South Asia

Authors: Sam Coggins, Andrew J. McDonald, ‪João Vasco Silva, Anton Urfels, Hari Sankar Nayak, Sonam Rinchen Sherpa et al.

Journal: Nature Sustainability · DOI: 10.1038/s41893-024-01496-3 · Citations: 32

Matched topics: hydrology, water management

Abstract Increasing nitrogen use efficiency (NUE) in agricultural production mitigates climate change, limits water pollution and reduces fertilizer subsidy costs. Nevertheless, strategies for increasing NUE without jeopardizing food security are uncertain in globally important cropping systems. Here we analyse a novel dataset of more than 31,000 farmer fields spanning the Terai of Nepal, Bangladesh’s floodplains and four major rice-producing regions of India. Results indicate that 55% of ric…


Interpretable flash flood susceptibility mapping in Yarlung Tsangpo River Basin using H2O Auto-ML

Authors: Fei He, Suxia Liu, X. Mo, Zhonggen Wang

Journal: Scientific Reports · DOI: 10.1038/s41598-024-84655-y · Citations: 24

Matched topics: river, flood

Flash flood susceptibility mapping is essential for identifying areas prone to flooding events and aiding decision-makers in formulating effective prevention measures. This study aims to evaluate the flash flood susceptibility in the Yarlung Tsangpo River Basin (YTRB) using multiple machine learning (ML) models facilitated by the H2O automated ML platform. The best-performing model was used to generate a flash flood susceptibility map, and its interpretability was analyzed using the Shapley A…


Toward explainable flood risk prediction: Integrating a novel hybrid machine learning model

Authors: Yongyang Wang, Pan Zhang, Yulei Xie, Lei Chen, Yu Li

Journal: Sustainable Cities and Society · DOI: 10.1016/j.scs.2025.106140 · Citations: 31

Matched topics: flood

Abstract not available.


Mitigating coastal flood risks in the Sundarbans: A combined InVEST and machine learning approach

Authors: Ismail Mondal, Vahnishikha Mishra, SK Ariful Hossain, Hamad Ahmed Altuwaijri, Mukhiddin Juliev, Amlan De

Journal: Physics and Chemistry of the Earth Parts A/B/C · DOI: 10.1016/j.pce.2025.103855 · Citations: 21

Matched topics: runoff, flood

Abstract not available.


Invited perspectives: Integrating hydrologic information into the next generation of landslide early warning systems

Authors: Benjamin B. Mirus, Thom Bogaard, Roberto Greco, Manfred Stähli

Journal: Natural hazards and earth system sciences · DOI: 10.5194/nhess-25-169-2025 · Citations: 14

Matched topics: hydrology, hydrologic model, streamflow

Abstract. Although rainfall-triggered landslides are initiated by subsurface hydro-mechanical processes related to the loading, weakening, and eventual failure of slope materials, most landslide early warning systems (LEWSs) have relied solely on rainfall event information. In previous decades, several studies demonstrated the value of integrating proxies for subsurface hydrologic information to improve rainfall-based forecasting of shallow landslides. More recently, broader access to commerc…


When the levee breaks: The impact of floods on educational outcomes in China

Authors: Zenghe Huang, Xu-Yan Dong

Journal: Journal of Development Economics · DOI: 10.1016/j.jdeveco.2025.103450 · Citations: 21

Matched topics: flood

Abstract not available.


Machine Learning and AI for Hydrological Prediction

This week’s 7 papers demonstrate continued momentum in applying machine learning and artificial intelligence to hydrological prediction challenges. Contributions span groundwater level forecasting, streamflow prediction, river flow modeling, and physics-informed approaches that integrate domain knowledge with data-driven methods. Notable advances include uncertainty quantification in ML predictions and optimization of model architectures for improved hydrological forecasting.

Improving flood hazard susceptibility assessment by integrating hydrodynamic modeling with remote sensing and ensemble machine learning

Authors: Izhar Ahmad, Rashid Farooq, Muhammad Ashraf, Muhammad Waseem, Donghui Shangguan

Journal: Natural Hazards · DOI: 10.1007/s11069-025-07109-2 · Citations: 41

Matched topics: hydrology, streamflow, flood

Abstract Floods are natural disasters with significant economic and infrastructural impacts. Assessing flood susceptibility in mountainous urban regions is particularly challenging due to the complicated interaction in which urban structures and mountainous terrain affect flood behavior. This study employs two ensemble machine learning algorithms, Extreme Gradient Boosting (XGBoost) and Random Forest (RF), to develop flood susceptibility maps for the Hunza-Nagar region, which has been experie…


Interpretable machine learning reveals transport of aged microplastics in porous media: Multiple factors co-effect

Authors: Yifei Qiu, Jingyu Niu, Chuchu Zhang, Long Chen, Bo Su, Shenglü Zhou

Journal: Water Research · DOI: 10.1016/j.watres.2025.123129 · Citations: 36

Matched topics: hydrology

Abstract not available.


DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States

Authors: Parnian Ghaneei, Hamid Moradkhani

Journal: Scientific Data · DOI: 10.1038/s41597-025-04389-y · Citations: 10

Matched topics: hydrology, hydrologic model, runoff, streamflow, surface water, earth system model

High quality baseflow data is important for advancing water resources modeling and management, as it captures the critical role of groundwater and delayed sources in contributing to streamflow. Baseflow is the main recharge source of runoff during the dry period, particularly in understanding the interaction between surface water and groundwater systems. This study focuses on estimating baseflow using deep learning algorithms that enhance the estimation capabilities in both gauged and ungauge…


Landslide susceptibility assessment for Uttarakhand, a Himalayan state of India, using multi-criteria decision making, bivariate, and machine learning models

Authors: Vipin Chauhan, Laxmi Gupta, Jagabandhu Dixit

Journal: Geoenvironmental Disasters · DOI: 10.1186/s40677-024-00307-3 · Citations: 30

Matched topics: hydrologic model

Abstract Background Landslides, among the most catastrophic natural hazards, result from natural and anthropogenic factors, causing substantial financial losses, infrastructural damage, fatalities, and environmental degradation. Uttarakhand, with its unique topographical and hydrological conditions, unplanned human settlements, and changing precipitation patterns, is highly susceptible to landslides. Methods This study evaluates landslide susceptibility for Uttarakhand, a Himalayan state in I…


A comparative hydrochemical assessment of groundwater quality for drinking and irrigation purposes using different statistical and ML models in lower Gangetic alluvial plain, Eastern India.

Authors: Sribas Kanji, Subhasish Das, Chandi Rajak

Journal: Chemosphere · DOI: 10.1016/j.chemosphere.2025.144074 · Citations: 26

Matched topics: irrigation

Groundwater toxicity and water level depletion are serious concerns today. Assessing groundwater quality (GWQ) is crucial for effective planning and management due to increasing demands for drinking and irrigation water. Therefore, this study aims to analyze groundwater hydrochemistry, variability, and factors influencing quality for drinking and irrigation purposes using indices and models. For this purpose, 107 sampling sites were investigated considering 14 parameters. To assess the suitab…


Multi-year simulations at kilometre scale with the Integrated Forecasting System coupled to FESOM2.5 and NEMOv3.4

Authors: Thomas Rackow, Xabier Pedruzo‐Bagazgoitia, Tobias Becker, Sebastian Milinski, Irina Sandu, Razvan Aguridan et al.

Journal: Geoscientific model development · DOI: 10.5194/gmd-18-33-2025 · Citations: 26

Matched topics: earth system model

Abstract. We report on the first multi-year kilometre-scale global coupled simulations using ECMWF’s Integrated Forecasting System (IFS) coupled to both the NEMO and FESOM ocean–sea ice models, as part of the H2020 Next Generation Earth Modelling Systems (nextGEMS) project. We focus mainly on an unprecedented IFS-FESOM coupled setup, with an atmospheric resolution of 4.4 km and a spatially varying ocean resolution that reaches locally below 5 km grid spacing. A shorter coupled IFS-FESOM simul…


Machine learning boosts wind turbine efficiency with smart failure detection and strategic placement

Authors: Sekar Kidambi Raju, Muthusamy Periyasamy, Amel Ali Alhussan, Subhash Kannan, Srikanth Raghavendran, El‐Sayed M. El‐kenawy

Journal: Scientific Reports · DOI: 10.1038/s41598-025-85563-5 · Citations: 23

Matched topics: streamflow

The research study objective seeks to improve the efficiency of wind turbines using state-of-the-art techniques in the domain of ML, making wind energy the key player in fashioning a favorable future. Wind Turbine Health Monitoring (WTHM) is typically achieved through either vibration analysis or by using Supervisory Control and Data Acquisition (SCADA) data of wind turbines, wherein conventional fault pattern identification is a time-consuming, guesswork process. This work proposed an intell…


Water Management, Irrigation, and Groundwater

Water management research this week spans 7 papers covering integrated water resources management, irrigation scheduling, groundwater monitoring, and water-energy-food nexus analyses. Studies range from global-scale assessments to site-specific irrigation optimization, with particular attention to satellite-based monitoring of water use and land subsidence from groundwater extraction.

Pharmaceuticals as emerging pollutants: Implications for water resource management in Malaysia

Authors: Asvinidevi Arumugam, Khai Ern Lee, Pei Yuen Ng, Aida Soraya Shamsuddin, Aziemah Zulkifli, Thian Lai Goh

Journal: Emerging contaminants · DOI: 10.1016/j.emcon.2025.100470 · Citations: 28

Matched topics: water management, surface water

The escalating contamination of water bodies with pharmaceuticals has raised global concerns due to potential health repercussions. This review aims to provide comprehensive insights into the occurrence of pharmaceuticals in Malaysian water bodies. Following PRISMA-ScR guidelines, a scoping review of studies from 2007 to 2024 was conducted using the Scopus, Web of Science and Google Scholar databases. Forty articles were included, reporting on pharmaceutical compounds in various water matrice…


Integrated irrigation and nitrogen optimization is a resource-efficient adaptation strategy for US maize and soybean production

Authors: Chenchen Ren, Liyin He, Lorenzo Rosa

Journal: Nature Food · DOI: 10.1038/s43016-024-01107-6 · Citations: 29

Matched topics: irrigation

Abstract not available.


Groundwater quality assessment for drinking, irrigation, aquaculture, and industrial uses in the waterlogged northeastern Nile Delta, Egypt: a multivariate statistical approach and water quality indices

Authors: Mohammed Hagage, Abdel Galil A. Hewaidy, Abdulaziz M. Abdulaziz

Journal: Modeling Earth Systems and Environment · DOI: 10.1007/s40808-024-02242-6 · Citations: 24

Matched topics: surface water, irrigation

Abstract not available.


Impacts of groundwater storage variability on soil salinization in a semi-arid agricultural plain

Authors: Geng Cui, Yan Liu, Xiaojie Li, Xiaojie Li, Shan Wang, QU Xiang-ning et al.

Journal: Geoderma · DOI: 10.1016/j.geoderma.2024.117162 · Citations: 24

Matched topics: hydrologic model

• Groundwater storage in the West Songnen Plain dropped sharply from 2015 to 2021. • Agricultural and socioeconomic development forced a decline in groundwater storage. • Natural and anthropogenic processes jointly drive regional soil salinization patterns. • The impact of groundwater storage on regional medium salinized soils is significant. Soil salinization, which is significantly influenced by groundwater storage dynamics, leads to reduced land productivity, loss of arable land, and degra…


Micro-nano aerated subsurface drip irrigation and biochar promote photosynthesis, dry matter accumulation and yield of cucumbers in greenhouse

Authors: Zan Ouyang, Zhang Jie, Xueli Liang, Hui Wang, Zhenfeng Yang, Rong Tang et al.

Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2025.109295 · Citations: 24

Matched topics: irrigation

The combination of micro-nano bubble water (MNBW) with subsurface drip irrigation (SDI) is an effective and water-saving aerated irrigation technique. Biochar is a biomass resource with high porosity, alkalinity, and specific surface area. The effects of SDI with MNBW and biochar on crop photosynthetic characteristics, dry matter accumulation, and red soil (clay) aeration are not well understood. Three levels concentrations of dissolved oxygen (DO) in MNBW: O1 (4–5 mg/L), O2 (9–10 mg/L), and …


Calibration of Low-Cost Capacitive Soil Moisture Sensors for Irrigation Management Applications

Authors: Ahmed A. Abdelmoneim, Christa M. Al Kalaany, Roula Khadra, Bilal Derardja, Giovanna Dragonetti

Journal: Sensors · DOI: 10.3390/s25020343 · Citations: 23

Matched topics: irrigation

value ranging between 0.85 and 0.87 and a root mean square value (RMSE) ranging between 4.5 and 4.9%. The variation between the sensors was also investigated. The results showed that with higher soil moisture contents (above 30%), the sensor-to-sensor variability becomes significant, with a coefficient of variation (CV) ranging between 10 and 16%; meanwhile, in lower soil moisture contents, the CV ranged between 6.5 and 10.3%, implying that it is more consistent in lower moisture content with…


The new urban wastewater treatment directive from the perspective of the receiving rivers’ quality

Authors: Máté Krisztián Kardos, Miklós Patziger, Zsolt Jolánkai, Adrienne Clement

Journal: Environmental Sciences Europe · DOI: 10.1186/s12302-024-01040-2 · Citations: 16

Matched topics: river, water management

Abstract Background The European Union is reformulating key water management directives: the Urban Wastewater Treatment Directive (UWWTD) and the Water Framework Directive. The UWWTD update mandates extended removal of nutrients and stricter limits on micropollutants, primarily at wastewater treatment plants with a constructed capacity above 10 000 population equivalents. The revised Environmental Quality Standards Directive expands the list of regulated pollutants and lowers permissible conc…


Hydrological Processes, Snow Dynamics, and Remote Sensing

This theme encompasses 11 papers advancing understanding of hydrological processes through field observations, modeling, and remote sensing. Research covers snow distribution and dynamics in cold regions, forest-hydrology interactions, land use change impacts on river systems, rainfall-runoff modeling uncertainty, and satellite-based monitoring of terrestrial water resources.

One-quarter of freshwater fauna threatened with extinction

Authors: Catherine Overed-Sayer, Eresha Fernando, Randall R. Jiménez, Nicholas B. W. Macfarlane, Giovanni Rapacciuolo, Monika Böhm et al.

Journal: Nature · DOI: 10.1038/s41586-024-08375-z · Citations: 244

Matched topics: hydrology, land surface model

. Here we present the results of a multi-taxon global freshwater fauna assessment for The IUCN Red List of Threatened Species covering 23,496 decapod crustaceans, fishes and odonates, finding that one-quarter are threatened with extinction. Prevalent threats include pollution, dams and water extraction, agriculture and invasive species, with overharvesting also driving extinctions. We also examined the degree of surrogacy of both threatened tetrapods and freshwater abiotic factors (water stre…


A Sentinel-1 SAR-based global 1-km resolution soil moisture data product: Algorithm and preliminary assessment

Authors: Dong Fan, Tianjie Zhao, Xiaoguang Jiang, Almudena García‐García, Toni Schmidt, Luis Samaniego et al.

Journal: Remote Sensing of Environment · DOI: 10.1016/j.rse.2024.114579 · Citations: 38

Matched topics: hydrology, hydrologic model, land surface model

High spatial resolution of satellite-based soil moisture (SM) data are essential for hydrological, meteorological, ecological, and agricultural studies. Especially, for watershed hydrological simulation and crop water stress analysis, 1-km resolution SM data have attracted considerable attention. In this study, a dual-polarization algorithm (DPA) for SM estimation is proposed to produce a global-scale, 1-km resolution SM dataset (S1-DPA) using the Sentinel-1 synthetic aperture radar (SAR) dat…


A first attempt to model global hydrology at hyper-resolution

Authors: Barry van Jaarsveld, N. Wanders, E. Sutanudjaja, J. Hoch, B. Droppers, J. Janzing et al.

Journal: Earth System Dynamics · DOI: 10.5194/esd-16-29-2025 · Citations: 23

Matched topics: hydrology, hydrologic model, streamflow, water management, land surface model

Abstract. Global hydrological models are one of the key tools that can help meet the needs of stakeholders and policy makers when water management strategies and policies are developed. The primary objective of this paper is therefore to establish a first-of-its-kind, truly global hyper-resolution hydrological model that spans a multiple-decade period (1985–2019). To achieve this, two key limitations are addressed, namely the lack of high-resolution meteorological data and insufficient repres…


Review of gridded climate products and their use in hydrological analyses reveals overlaps, gaps, and the need for a more objective approach to selecting model forcing datasets

Authors: Kyle R. Mankin, Sushant Mehan, Timothy R. Green, David M. Barnard

Journal: Hydrology and earth system sciences · DOI: 10.5194/hess-29-85-2025 · Citations: 28

Matched topics: hydrology, hydrologic model, streamflow, land surface model

Abstract. Climate forcing data accuracy drives performance of hydrologic models and analyses, yet each investigator needs to select from among the numerous gridded climate dataset options and justify their selection for use in a particular hydrologic model or analysis. This study aims to provide a comprehensive compilation and overview of gridded datasets (precipitation, air temperature, humidity, wind speed, solar radiation) and considerations for historical climate product selection criteri…


Unravelling groundwater–stream connections over the continental United States

Authors: Chen Yang, Laura E. Condon, R. M. Maxwell

Journal: Nature Water · DOI: 10.1038/s44221-024-00366-8 · Citations: 27

Matched topics: hydrology, streamflow, land surface model, earth system model

Groundwater is a critical component of the terrestrial water cycle, yet the distance and depth of its connections with streamflow remain unquantified at large scale. Here we conducted a backward-particle-tracking simulation across the continental United States. We quantified the lateral length and vertical depth of groundwater flow discharged to streams as baseflow. Our simulation results suggest that water may travel longer distances underground before emerging in a stream than previously th…


Morphometric and land use land cover analysis for the management of water resources in Guder sub-basin, Ethiopia

Authors: Rahel Gezahegn, Filagot Mengistu

Journal: Applied Water Science · DOI: 10.1007/s13201-024-02325-w · Citations: 10

Matched topics: hydrology, hydrologic model, runoff, streamflow, water management, land surface model

Morphometric analysis is essential for understanding the surface hydrological processes within a watershed. It enables the prediction of runoff and infiltration patterns, assesses soil erosion risks, and helps in the planning of effective water resource management practices. The integrated approach of morphometric analysis and land use land cover (LULC) analysis is vital for addressing water resource challenges and ensuring the sustainable management of watersheds. The present study aims to m…


Spatial distribution, sediment‒water partitioning, risk assessment and source apportionment of heavy metals in the Golmud River-Dabson Salt Lake ecosystem

Authors: Yuhao Wang, Juan Zhang, Qunxiong Yan, Jiaqi Guo, Guannan Liu, Han Hu et al.

Journal: Environmental Research · DOI: 10.1016/j.envres.2025.120792 · Citations: 27

Matched topics: river, surface water

Abstract not available.


Sources and Pathways of PFAS Occurrence in Water Sources: Relative Contribution of Land-Applied Biosolids in an Agricultural Dominated Watershed

Authors: Lynda Godwin Peter, Linda Lee

Journal: Environmental Science & Technology · DOI: 10.1021/acs.est.4c09490 · Citations: 26

Matched topics: streamflow, surface water

This study evaluated PFAS occurrence in rural well water and surface water relative to land application of biosolids in a tile-drained agriculture-dominated watershed. Spatial data were used to identify potentially vulnerable rural wells based on their proximity to biosolid-permitted land and location with respect to groundwater flow. Water was collected from 103 private wells in Greater Tippecanoe County Indiana and 168 surface water locations within the Region of the Great Bend of the Wabas…


Assessing the Impact of Land Use and Land Cover Change on Environmental Parameters in Khyber Pakhtunkhwa, Pakistan: A Comprehensive Study and Future Projections

Authors: Mehjabeen Khan, Ruishan Chen

Journal: Remote Sensing · DOI: 10.3390/rs17010170 · Citations: 17

Matched topics: hydrology, land surface model, earth system model

Land use and land cover (LULC) change, driven by environmental and human activities, significantly impacts ecosystems, climate, biodiversity, and socio-economic systems. This study focuses on Khyber Pakhtunkhwa (KPK), Pakistan, a region with sensitive ecosystems and diverse landscapes, to analyze LULC dynamics and their environmental consequences. Based on Landsat imagery from 2000, 2010, and 2020, we used the Random Forest algorithm on Google Earth Engine (GEE) to classify LULC, and the CA-A…


Spatiotemporal analysis of urban expansion, land use dynamics, and thermal characteristics in a rapidly growing megacity using remote sensing and machine learning techniques

Authors: M. Shahriar Sonet, Md Yeasir Hasan, Abdulla ‐ Al Kafy, Nobonita Shobnom

Journal: Theoretical and Applied Climatology · DOI: 10.1007/s00704-024-05264-3 · Citations: 23

Matched topics: land surface model

Abstract not available.


Advances in photothermal water evaporation: synthesis, mechanisms, and coupled techniques

Authors: Kwame Nana Opoku, Yidan Wei, Clara Afia Amoah Dankwa, Ruiting Ni, Zhenxiao Wang, Linzhi Zhai et al.

Journal: Energy Materials · DOI: 10.20517/energymater.2024.60 · Citations: 22

Matched topics: water management

Recent advancements in light-driven interfacial water evaporation have underscored the potential of photothermal materials for producing clean water from various sources, including seawater, rivers, lakes, and wastewater. Despite these advancements, challenges in environmental management and energy conversion persist. The development of multifunctional photothermal materials and composites has addressed these challenges by integrating active species into water evaporation devices, thereby enh…


Statistics

Metric Count
Databases searched 2
Topics searched 16
Total papers fetched 818
After deduplication 620
After LLM relevance filtering 50
Rejected (not relevant) 570

Papers by journal

Journal Papers
Scientific Reports 4
Natural hazards and earth system sciences 2
Geoscientific model development 2
Nature Climate Change 2
Nature 1
Natural Hazards 1
Remote Sensing of Environment 1
Earth System Dynamics 1
Hydrology and earth system sciences 1
Nature Water 1
Advances in Atmospheric Sciences 1
Energy & Fuels 1
Nature Sustainability 1
Water Research 1
Scientific Data 1
Applied Water Science 1
Emerging contaminants 1
Journal of International Business Studies 1
Nature Food 1
Environmental Research 1
Sustainable Cities and Society 1
Geoenergy Science and Engineering 1
Environmental Science & Technology 1
Geoenvironmental Disasters 1
Frontiers in Plant Science 1
Journal of International Money and Finance 1
Frontiers in Climate 1
Modeling Earth Systems and Environment 1
Journal of Earth Science 1
Remote Sensing 1
Chemosphere 1
Physics and Chemistry of the Earth Parts A/B/C 1
Earth 1
Geoderma 1
Field Crops Research 1
Agricultural Water Management 1
Theoretical and Applied Climatology 1
Sensors 1
Results in Engineering 1
Energy Materials 1
Journal of Hydrology 1
Journal of Development Economics 1
International Review of Economics & Finance 1
Environmental Sciences Europe 1

Filtering Criteria

Topics: hydrology, hydrologic model, river, runoff, streamflow, reservoir, water management, flood, drought, seasonal, land surface model, climate change, hydropower, surface water, irrigation, earth system model

Databases: Semantic Scholar, OpenAlex


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