Weekly Literature Review
Week 17 · April 22–April 28, 2024
50 relevant papers found across 6 themes
Executive Summary
This week’s review covers 50 papers across 6 themes. The most cited paper examines Global trends and scenarios for terrestrial biodiversity and ecosystem services , with 245 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
- Executive Summary
- Climate Change and Terrestrial Water Storage
- Global trends and scenarios for terrestrial biodiversity and ecosystem services from 1900 to 2050
- A global meta-analysis on the effects of organic and inorganic fertilization on grasslands and croplands
- Local CO2 reservoir layer promotes rapid and selective electrochemical CO2 reduction
- Interactions between climate change and urbanization will shape the future of biodiversity
- Challenges in Sustainable Agriculture—The Role of Organic Amendments
- Climate change impacts on snow avalanche activity and related risks
- Global patterns in river water storage dependent on residence time
- Characteristic changes in compound drought and heatwave events under climate change
- The relationship between climate change anxiety and pro-environmental behavior in adolescents: the mediating role of future self-continuity and the moderating role of green self-efficacy
- Evaluating the impacts of climate change and land-use change on future droughts in northeast Thailand
- Drought propagation and its driving forces in central Asia under climate change
- In-situ optical water quality monitoring sensors—applications, challenges, and future opportunities
- Renewable energy transition and green growth nexus in Latin America
- Medicago truncatula β‐glucosidase 17 contributes to drought and salt tolerance through antioxidant flavonoid accumulation
- Functional diversity enhances dryland forest productivity under long-term climate change
- Unraveling phenological and stomatal responses to flash drought and implications for water and carbon budgets
- Ecosystem service trade-offs and synergies relationships and their driving factor analysis based on the Bayesian belief Network: A case study of the Yellow River Basin
- Increasing susceptibility and shortening response time of vegetation productivity to drought from 2001 to 2021
- Multi-hazard could exacerbate in coastal Bangladesh in the context of climate change
- Analysing health system capacity and preparedness for climate change
- Effect of pore structure characteristics on gas-water seepage behaviour in deep carbonate gas reservoirs
- Impacts of climate change on food system security and sustainability in Bangladesh
- Flood Risk Assessment and Extreme Precipitation
- Urban flood risk management needs nature-based solutions: a coupled social-ecological system perspective
- Dynamic pathway linking Pakistan flooding to East Asian heatwaves
- Engineering blue-green infrastructure for and with biodiversity in cities
- Vegetation dieback in the Mississippi River Delta triggered by acute drought and chronic relative sea-level rise
- Flood susceptibility mapping contributes to disaster risk reduction: A case study in Sindh, Pakistan
- Flood risk identification in high-density urban areas of Macau based on disaster scenario simulation
- Machine Learning and AI for Hydrological Prediction
- Fostering inclusive green growth in China: Identifying the impact of the regional integration strategy of Yangtze River Economic Belt.
- Simulating influences of land use/land cover composition and configuration on urban heat island using machine learning
- Use of one-dimensional CNN for input data size reduction in LSTM for improved computational efficiency and accuracy in hourly rainfall-runoff modeling
- AI APPLICATIONS IN RESERVOIR MANAGEMENT: OPTIMIZING PRODUCTION AND RECOVERY IN OIL AND GAS FIELDS
- Data-driven fault diagnosis of PEMFC water management with segmented cell and deep learning technologies
- Predicting water quality in municipal water management systems using a hybrid deep learning model
- Hydropower and Renewable Energy-Water Systems
- Water Management, Irrigation, and Groundwater
- Global peak water limit of future groundwater withdrawals
- Nanostructure Engineering of Cathode Layers in Proton Exchange Membrane Fuel Cells: From Catalysts to Membrane Electrode Assembly
- Conceptualizing future groundwater models through a ternary framework of multisource data, human expertise, and machine intelligence
- Sunflower-inspired hydrogel evaporator with mutual reinforcement of evaporation and photodegradation for integrated water management
- Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices
- Wflow_sbm v0.7.3, a spatially distributed hydrological model: from global data to local applications
- Addressing water scarcity in agricultural irrigation: By exploring alternative water resources for sustainable irrigated agriculture
- Hydrological Processes, Snow Dynamics, and Remote Sensing
- SWAT model applications: From hydrological processes to ecosystem services
- Modeling the effect of land use change to design a suitable low impact development (LID) system to control surface water pollutants
- Principal component analysis incorporated water quality index modeling for Dhaka-based rivers
- A novel hierarchical approach to insight to spectral characteristics in surface water of karst wetlands and estimate its non-optically active parameters using field hyperspectral data
- Soil moisture dynamics and associated rainfall-runoff processes under different land uses and land covers in a humid mountainous watershed
- Assessment of machine learning models to predict daily streamflow in a semiarid river catchment
- Numerical modeling of landslide-generated impulse waves in mountain reservoirs using a coupled DEM-SPH method
- Phenology of Photosynthesis in Winter‐Dormant Temperate and Boreal Forests: Long‐Term Observations From Flux Towers and Quantitative Evaluation of Phenology Models
- Statistics
- Filtering Criteria
Climate Change and Terrestrial Water Storage
This week features 22 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.
Global trends and scenarios for terrestrial biodiversity and ecosystem services from 1900 to 2050
Authors: Henrique M. Pereira, Inês S. Martins, Isabel M.D. Rosa, Hyejin Kim, Paul Leadley, Alexander Popp et al.
Journal: Science · DOI: 10.1126/science.adn3441 · Citations: 245
Matched topics: land surface model
Based on an extensive model intercomparison, we assessed trends in biodiversity and ecosystem services from historical reconstructions and future scenarios of land-use and climate change. During the 20th century, biodiversity declined globally by 2 to 11%, as estimated by a range of indicators. Provisioning ecosystem services increased several fold, and regulating services decreased moderately. Going forward, policies toward sustainability have the potential to slow biodiversity loss resultin…
A global meta-analysis on the effects of organic and inorganic fertilization on grasslands and croplands
Authors: Ting-Shuai Shi, Scott L. Collins, Kailiang Yu, Josep Peñuelas, Jordi Sardans, Hailing Li et al.
Journal: Nature Communications · DOI: 10.1038/s41467-024-47829-w · Citations: 138
Matched topics: land surface model
A central role for nature-based solution is to identify optimal management practices to address environmental challenges, including carbon sequestration and biodiversity conservation. Inorganic fertilization increases plant aboveground biomass but often causes a tradeoff with plant diversity loss. It remains unclear, however, whether organic fertilization, as a potential nature-based solution, could alter this tradeoff by increasing aboveground biomass without plant diversity loss. Here we co…
Local CO2 reservoir layer promotes rapid and selective electrochemical CO2 reduction
Authors: S. Mukhopadhyay, Muhammad Saad Naeem, G. Shiva Shanker, Arnab Ghatak, A. R. Kottaichamy, Ran Shimoni et al.
Journal: Nature Communications · DOI: 10.1038/s41467-024-47498-9 · Citations: 100
Matched topics: reservoir
Electrochemical CO2 reduction reaction in aqueous electrolytes is a promising route to produce added-value chemicals and decrease carbon emissions. However, even in Gas-Diffusion Electrode devices, low aqueous CO2 solubility limits catalysis rate and selectivity. Here, we demonstrate that when assembled over a heterogeneous electrocatalyst, a film of nitrile-modified Metal-Organic Framework (MOF) acts as a remarkable CO2-solvation layer that increases its local concentration by ~27-fold compa…
Interactions between climate change and urbanization will shape the future of biodiversity
Authors: Mark C. Urban, Marina Alberti, Luc De Meester, Yuyu Zhou, Brian C. Verrelli, Marta Szulkin et al.
Journal: Nature Climate Change · DOI: 10.1038/s41558-024-01996-2 · Citations: 69
Matched topics: hydrology, runoff, streamflow, climate change
Abstract not available.
Challenges in Sustainable Agriculture—The Role of Organic Amendments
Authors: Manuel Matišić, Ivan Dugan, Igor Bogunović
Journal: Agriculture · DOI: 10.3390/agriculture14040643 · Citations: 68
Matched topics: hydrology, runoff
Soil degradation threatens global food security and environmental sustainability, necessitating effective soil management strategies. This review comprehensively examines the impact of organic soil amendments on soil quality and productivity across various soil types and climatic conditions. A review of significant research related to organic amendments was performed using encompassed data from online search engines for studies published up until 31 December 2023. Despite their heterogeneity …
Climate change impacts on snow avalanche activity and related risks
Authors: Nicolas Eckert, Christophe Corona, F. Giacona, J. Gaume, Stephanie Mayer, A. van Herwijnen et al.
Journal: Nature Reviews Earth & Environment · DOI: 10.1038/s43017-024-00540-2 · Citations: 65
Matched topics: climate change
Abstract not available.
Global patterns in river water storage dependent on residence time
Authors: Elyssa L. Collins, Cédric H. David, Ryan Riggs, George H. Allen, Tamlin M. Pavelsky, Peirong Lin et al.
Journal: Nature Geoscience · DOI: 10.1038/s41561-024-01421-5 · Citations: 41
Matched topics: river, runoff, streamflow, water management, land surface model
Abstract Accurate assessment of global river flows and stores is critical for informing water management practices, but current estimates of global river flows exhibit substantial spread and estimates of river stores remain sparse. Estimates of river flows and stores are hampered by uncertainties in land runoff, an unobserved quantity that provides water input to rivers. Here we leverage global river flow observations and an ensemble of land surface models to generate a globally gauge-correct…
Characteristic changes in compound drought and heatwave events under climate change
Authors: Chuan Wang, Zhi Li, Yaning Chen, Lin Ouyang, Hongyu Zhao, Jianyu Zhu et al.
Journal: Atmospheric Research · DOI: 10.1016/j.atmosres.2024.107440 · Citations: 50
Matched topics: drought, climate change, earth system model
Abstract not available.
The relationship between climate change anxiety and pro-environmental behavior in adolescents: the mediating role of future self-continuity and the moderating role of green self-efficacy
Authors: Ziqi Qin, Qi Wu, Cuihua Bi, Yanwei Deng, Qiuyun Hu
Journal: BMC Psychology · DOI: 10.1186/s40359-024-01746-1 · Citations: 57
Matched topics: climate change
BACKGROUND: Climate change is seriously affecting human survival and development, and the anxiety caused by it is becoming increasingly prominent. How to alleviate people’s climate change anxiety, improve the ecological environment, and promote the formation of green lifestyles among people, especially young people, is an important topic that deserves to be explored. This study examined the relationship between climate change anxiety and pro-environmental behaviors and the underlying psycholo…
Evaluating the impacts of climate change and land-use change on future droughts in northeast Thailand
Authors: Dibesh Khadka, Mukand S. Babel, Tawatchai Tingsanchali, Jessica Penny, Slobodan Djordjević, Abayomi A. Abatan et al.
Journal: Scientific Reports · DOI: 10.1038/s41598-024-59113-4 · Citations: 21
Matched topics: hydrology, runoff, streamflow, water management, drought, climate change
The impacts of climate change (CC) on droughts are well documented, but the effects of land-use change (LUC) are poorly understood. This study compares the projected individual and combined impacts of these stressors on future droughts (2021-2050), with respect to baseline (1981-2010) in one of the major tributaries of the Mekong River. LUC impacts on hydrological droughts are minimal compared to CC, with the latter expected to shorten the recurrence interval of a 20-year return period event …
Drought propagation and its driving forces in central Asia under climate change
Authors: Yanchao Zhu, Peng Yang, Jun Xia, Heqing Huang, Yaning Chen, Zhi Li et al.
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2024.131260 · Citations: 39
Matched topics: drought, climate change
Abstract not available.
In-situ optical water quality monitoring sensors—applications, challenges, and future opportunities
Authors: Manish Kumar, Kieran Khamis, Rob M. Stevens, David M. Hannah, Chris Bradley
Journal: Frontiers in Water · DOI: 10.3389/frwa.2024.1380133 · Citations: 43
Matched topics: water management
Water quality issues remain a major cause of global water insecurity, and real-time low-cost monitoring solutions are central to the remediation and management of water pollution. Optical sensors, based on fluorescence, absorbance, scattering and reflectance-based principles, provide effective water quality monitoring (WQM) solutions. However, substantial challenges remain to their wider adoption across scales and environments amid cost and calibration-related concerns. This review discusses …
Renewable energy transition and green growth nexus in Latin America
Authors: Young Kyu Hwang, Ángeles Sánchez Díez
Journal: Renewable and Sustainable Energy Reviews · DOI: 10.1016/j.rser.2024.114431 · Citations: 42
Matched topics: hydropower
The prevailing economic growth model prioritizing economic is no longer valid due to a great need for a sustainable and balanced growth model encompassing both economic expansion and environmental sustainability and the natural resource conservation, which is important to explaining carbon neutrality and the sustainable development goals. The impact of renewable energy transition on green economic growth is examined in this study by a rigorous econometric anlysis of the panel data of the four…
Medicago truncatula β‐glucosidase 17 contributes to drought and salt tolerance through antioxidant flavonoid accumulation
Authors: Wenxuan Du, Junfeng Yang, Qian Li, Wenbo Jiang, Yongzhen Pang
Journal: Plant Cell & Environment · DOI: 10.1111/pce.14928 · Citations: 41
Matched topics: drought
Flavonoids are usually present in forms of glucosides in plants, which could be catabolized by β-glucosidase (BGLU) to form their corresponding flavonoid aglycones. In this study, we isolated three abiotic-responsive BGLU genes (MtBGLU17, MtBGLU21 and MtBGLU22) from Medicago truncatula, and found only the recombinant MtBGLU17 protein could catalyse the hydrolysis of flavonoid glycosides. The recombinant MtBGLU17 protein is active towards a variety of flavonoid glucosides, including glucosides…
Functional diversity enhances dryland forest productivity under long-term climate change
Authors: Masumi Hisano, Jaboury Ghazoul, Xinli Chen, Han Y. H. Chen
Journal: Science Advances · DOI: 10.1126/sciadv.adn4152 · Citations: 41
Matched topics: climate change
Short-term experimental studies provided evidence that plant diversity increases ecosystem resilience and resistance to drought events, suggesting diversity to serve as a nature-based solution to address climate change. However, it remains unclear whether the effects of diversity are momentary or still hold over the long term in natural forests to ensure that the sustainability of carbon sinks. By analyzing 57 years of inventory data from dryland forests in Canada, we show that productivity o…
Unraveling phenological and stomatal responses to flash drought and implications for water and carbon budgets
Authors: Nicholas K. Corak, Jason A. Otkin, Trent W. Ford, Lauren E. L. Lowman
Journal: Hydrology and earth system sciences · DOI: 10.5194/hess-28-1827-2024 · Citations: 25
Matched topics: hydrology, drought, land surface model, earth system model
Abstract. In recent years, extreme droughts in the United States have increased in frequency and severity, underlining a need to improve our understanding of vegetation resilience and adaptation. Flash droughts are extreme events marked by the rapid dry down of soils due to lack of precipitation, high temperatures, and dry air. These events are also associated with reduced preparation, response, and management time windows before and during drought, exacerbating their detrimental impacts on p…
Ecosystem service trade-offs and synergies relationships and their driving factor analysis based on the Bayesian belief Network: A case study of the Yellow River Basin
Authors: Jing Shen, Mudan Zhao, Zhidan Tan, Linna Zhu, Yuanhui Guo, Yunfei Li et al.
Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2024.112070 · Citations: 39
Matched topics: river
A systematic understanding of shifts in the temporal and spatial distributions of ecosystem services (ESs) in the Yellow River Basin and the trade-offs and synergies between these services and their driving variables is essential for effective management of the environment and for enhancing human well-being. This study quantitatively assessed the carbon storage (CS), water yield (WY), habitat quality (HQ), and soil retention (SR) from 2000 to 2020, combinded Bayesian Belief Network (BBN) and …
Increasing susceptibility and shortening response time of vegetation productivity to drought from 2001 to 2021
Authors: Jiwang Tang, Ben Niu, Zhigang Hu, Xianzhou Zhang
Journal: Agricultural and Forest Meteorology · DOI: 10.1016/j.agrformet.2024.110025 · Citations: 38
Matched topics: drought
Abstract not available.
Multi-hazard could exacerbate in coastal Bangladesh in the context of climate change
Authors: Mahfuzur Rahman, Tian Shufeng, Md Sakib Hasan Tumon, Md Anuwer Hossain, Hyeong-Joo Kim, Md Monirul Islam et al.
Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2024.142289 · Citations: 28
Matched topics: climate change, earth system model
Abstract not available.
Analysing health system capacity and preparedness for climate change
Authors: Jeffrey Braithwaite, Elle Leask, Carolynn L. Smith, Genevieve Dammery, Kalissa Brooke-Cowden, Ann Carrigan et al.
Journal: Nature Climate Change · DOI: 10.1038/s41558-024-01994-4 · Citations: 32
Matched topics: climate change
Abstract not available.
Effect of pore structure characteristics on gas-water seepage behaviour in deep carbonate gas reservoirs
Authors: Jiangtao Hu, Shenglai Yang, Beidong Wang, Hui Deng, Mengyu Wang, Jiajun Li et al.
Journal: Geoenergy Science and Engineering · DOI: 10.1016/j.geoen.2024.212881 · Citations: 30
Matched topics: reservoir
Abstract not available.
Impacts of climate change on food system security and sustainability in Bangladesh
Authors: Muhammad Muhitur Rahman, Muhammad Muhitur Rahman, Md. Monirul Islam Chowdhury, Md Iqram Uddin Al Amran, Karim Malik, Ismaila Rimi Abubakar et al.
Journal: Journal of Water and Climate Change · DOI: 10.2166/wcc.2024.631 · Citations: 30
Matched topics: climate change
ABSTRACT Climate change poses a significant threat to the security and sustainability of global food systems, particularly in vulnerable regions such as Bangladesh. This paper comprehensively reviews the impact of climate change on food system security and sustainability in Bangladesh. Specifically, it examines the country’s food system and, the climatic conditions endangering food systems and associated vulnerabilities. A systematic review methodology was adopted to select the relevant liter…
Flood Risk Assessment and Extreme Precipitation
Flood risk assessment and extreme precipitation research are well represented this week with 6 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.
Urban flood risk management needs nature-based solutions: a coupled social-ecological system perspective
Authors: Kejing Zhou, Fanhua Kong, Haiwei Yin, Georgia Destouni, Michael E. Meadows, Erik Andersson et al.
Journal: npj Urban Sustainability · DOI: 10.1038/s42949-024-00162-z · Citations: 91
Matched topics: runoff, flood
Abstract A growing number of Nature-based Solutions (NbS) has been advocated for urban flood risk management (FRM). However, whether NbS for FRM (NbS-FRM) achieves both social and ecological co-benefits remains largely unknown. We here propose and use a conceptual framework with a coupled social-ecological perspective to explore and identify such “win-win” potential in NbS-FRM. Through a scoping-review we find that ecological FRM measures are unevenly distributed around the world, and those s…
Dynamic pathway linking Pakistan flooding to East Asian heatwaves
Authors: Zheng‐Hang Fu, Wen Zhou, Shang‐Ping Xie, Ruhua Zhang, Xudong Wang
Journal: Science Advances · DOI: 10.1126/sciadv.adk9250 · Citations: 62
Matched topics: flood, earth system model
In July to August 2022, Pakistan suffered historic flooding while record-breaking heatwaves swept southern China, causing severe socioeconomic impacts. Similar extreme events have frequently coincided between two regions during the past 44 years, but the underlying mechanisms remain unclear. Using observations and a suite of model experiments, here, we show that the upper-tropospheric divergent wind induced by convective heating over Pakistan excites a barotropic anomalous anticyclone over ea…
Engineering blue-green infrastructure for and with biodiversity in cities
Authors: Kilian Perrelet, Marco Moretti, Andreas Dietzel, Florian Altermatt, Lauren M. Cook
Journal: npj Urban Sustainability · DOI: 10.1038/s42949-024-00163-y · Citations: 52
Matched topics: runoff
Abstract Blue-green infrastructure (BGI), combining semi-natural and engineered elements, offers multifaceted benefits like stormwater management, water purification, heat mitigation, and habitat provision. However, current BGI designs prioritize engineering goals, overlooking its ecological potential. Here we advocate for integrating engineering and ecological objectives into BGI design to enhance performance and biodiversity. Through an interdisciplinary literature review, we emphasize the …
Vegetation dieback in the Mississippi River Delta triggered by acute drought and chronic relative sea-level rise
Authors: Tracy Elsey‐Quirk, Austin M. Lynn, Michael Derek Jacobs, Rodrigo Díaz, James T. Cronin, Lixia Wang et al.
Journal: Nature Communications · DOI: 10.1038/s41467-024-47828-x · Citations: 39
Matched topics: hydrology, river, drought
Vegetation dieback and recovery may be dependent on the interplay between infrequent acute disturbances and underlying chronic stresses. Coastal wetlands are vulnerable to the chronic stress of sea-level rise, which may affect their susceptibility to acute disturbance events. Here, we show that a large-scale vegetation dieback in the Mississippi River Delta was precipitated by salt-water incursion during an extreme drought in the summer of 2012 and was most severe in areas exposed to greater …
Flood susceptibility mapping contributes to disaster risk reduction: A case study in Sindh, Pakistan
Authors: Shoukat Ali Shah, Songtao Ai
Journal: International Journal of Disaster Risk Reduction · DOI: 10.1016/j.ijdrr.2024.104503 · Citations: 44
Matched topics: flood
Floods are a widespread and damaging natural phenomenon that causes harm to human lives, resources, property and has agricultural, eco-environmental, and economic impacts. Therefore, it is crucial to perform flood susceptibility mapping (FSM) to identify susceptible zones to mitigate and reduce damage. This study assessed the damage caused by the 2022 flash flood in Sindh and identified flood-susceptible zones based on the frequency ratio (FR) and analytical hierarchy process (AHP) models. Fl…
Flood risk identification in high-density urban areas of Macau based on disaster scenario simulation
Authors: Rui Zhang, Yangli Li, Tian Chen, Long Zhou
Journal: International Journal of Disaster Risk Reduction · DOI: 10.1016/j.ijdrr.2024.104485 · Citations: 32
Matched topics: hydrologic model, flood
Abstract not available.
Machine Learning and AI for Hydrological Prediction
This week’s 6 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.
Fostering inclusive green growth in China: Identifying the impact of the regional integration strategy of Yangtze River Economic Belt.
Authors: Yanchao Feng, Mengmin Sun, Yuxi Pan, Ci Zhang
Journal: Journal of Environmental Management · DOI: 10.1016/j.jenvman.2024.120952 · Citations: 87
Matched topics: river
Inclusive green growth has garnered significant attention from governments and international organizations worldwide. Utilizing data from 282 cities in China spanning from 2010 to 2020, this study employs the dual machine learning model and the chain mediated effect model to delve into the effects and internal mechanisms of the regional integration of Yangtze River Economic Belt on inclusive green growth. Our findings indicate that the regional integration of Yangtze River Economic Belt has a…
Simulating influences of land use/land cover composition and configuration on urban heat island using machine learning
Authors: Yong Liu, Zihao An, Yujia Ming
Journal: Sustainable Cities and Society · DOI: 10.1016/j.scs.2024.105482 · Citations: 63
Matched topics: land surface model
Abstract not available.
Use of one-dimensional CNN for input data size reduction in LSTM for improved computational efficiency and accuracy in hourly rainfall-runoff modeling
Authors: Kei Ishida, Ali Ercan, Takeyoshi Nagasato, Masato Kiyama, Motoki Amagasaki
Journal: Journal of Environmental Management · DOI: 10.1016/j.jenvman.2024.120931 · Citations: 44
Matched topics: hydrologic model, runoff
A deep learning architecture, denoted as CNNsLSTM, is proposed for hourly rainfall-runoff modeling in this study. The architecture involves a serial coupling of the one-dimensional convolutional neural network (1D-CNN) and the long short-term memory (LSTM) network. In the proposed framework, multiple layers of the CNN component process long-term hourly meteorological time series data, while the LSTM component handles short-term meteorological time series data and utilizes the extracted featur…
AI APPLICATIONS IN RESERVOIR MANAGEMENT: OPTIMIZING PRODUCTION AND RECOVERY IN OIL AND GAS FIELDS
Authors: G. O. Daramola, Boma Sonimitiem Jacks, Olakunle Abayomi Ajala, A. Akinoso
Journal: Computer Science & IT Research Journal · DOI: 10.51594/csitrj.v5i4.1083 · Citations: 45
Matched topics: reservoir
This paper explores various AI applications in reservoir management, highlighting how machine learning, data analytics, and advanced algorithms contribute to optimizing production and recovery in oil and gas fields. From predictive modeling to real-time monitoring and control, AI offers promising solutions to address the industry’s evolving demands and enhance operational performance Reservoir management in oil and gas fields has historically presented challenges demanding continuous monitori…
Data-driven fault diagnosis of PEMFC water management with segmented cell and deep learning technologies
Authors: Zihao Wang, Yan Gao, Jun Yu, Lei Tian, Cong Yin
Journal: International Journal of Hydrogen Energy · DOI: 10.1016/j.ijhydene.2024.04.206 · Citations: 39
Matched topics: water management
Abstract not available.
Predicting water quality in municipal water management systems using a hybrid deep learning model
Authors: Wenxian Luo, Leijun Huang, Jiabin Shu, Hailin Feng, Wenjie Guo, Kai Xia et al.
Journal: Engineering Applications of Artificial Intelligence · DOI: 10.1016/j.engappai.2024.108420 · Citations: 32
Matched topics: water management
Abstract not available.
Hydropower and Renewable Energy-Water Systems
The integration of hydropower with renewable energy systems is addressed by 1 papers this week, focusing on optimal capacity configuration, generation prediction, and climate change adaptation strategies for hybrid energy-water systems. Studies demonstrate the complementary potential of hydro-wind-solar systems and explore machine learning approaches for hydropower generation forecasting.
Optimization of short-term hydropower scheduling with dynamic reservoir capacity based on improved genetic algorithm and parallel computing
Authors: Rongqi Zhang, Shanghong Zhang, Xiaoxiong Wen, Ziqi Yue, Yang Zhou
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2024.131238 · Citations: 37
Matched topics: reservoir, hydropower
Abstract not available.
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.
Global peak water limit of future groundwater withdrawals
Authors: Hassan Niazi, Thomas Wild, Sean Turner, Neal T. Graham, Mohamad Hejazi, Siwa Msangi et al.
Journal: Nature Sustainability · DOI: 10.1038/s41893-024-01306-w · Citations: 71
Matched topics: hydrology, hydrologic model, runoff, land surface model, hydropower, earth system model
Abstract not available.
Nanostructure Engineering of Cathode Layers in Proton Exchange Membrane Fuel Cells: From Catalysts to Membrane Electrode Assembly
Authors: Bolong Yang, Zhonghua Xiang
Journal: ACS Nano · DOI: 10.1021/acsnano.4c01113 · Citations: 87
Matched topics: water management
The membrane electrode assembly (MEA) is the core component of proton exchange membrane fuel cells (PEMFCs), which is the place where the reaction occurrence, the multiphase material transfer and the energy conversion, and the development of MEA with high activity and long stability are crucial for the practical application of PEMFCs. Currently, efforts are devoted to developing the regulation of MEA nanostructure engineering, which is believed to have advantages in improving catalyst utiliza…
Conceptualizing future groundwater models through a ternary framework of multisource data, human expertise, and machine intelligence
Authors: Chuanjun Zhan, Zhenxue Dai, Shangxian Yin, Kenneth C. Carroll, Mohamad Reza Soltanian
Journal: Water Research · DOI: 10.1016/j.watres.2024.121679 · Citations: 66
Matched topics: water management
Abstract not available.
Sunflower-inspired hydrogel evaporator with mutual reinforcement of evaporation and photodegradation for integrated water management
Authors: Jincui Gu, Yi Zhang, Peng Xiao, Q. Fan, Jianmin Guan, Kun Liang et al.
Journal: Chemical Engineering Journal · DOI: 10.1016/j.cej.2024.151550 · Citations: 44
Matched topics: water management
Abstract not available.
Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices
Authors: Nur Haninie Abd Wahab, Khairunnisa Hasikin, Khin Wee Lai, Kaijian Xia, Lulu Bei, Kai Huang et al.
Journal: PeerJ Computer Science · DOI: 10.7717/peerj-cs.1943 · Citations: 41
Matched topics: water management
Background: Maintaining machines effectively continues to be a challenge for industrial organisations, which frequently employ reactive or premeditated methods. Recent research has begun to shift its attention towards the application of Predictive Maintenance (PdM) and Digital Twins (DT) principles in order to improve maintenance processes. PdM technologies have the capacity to significantly improve profitability, safety, and sustainability in various industries. Significantly, precise equipm…
Wflow_sbm v0.7.3, a spatially distributed hydrological model: from global data to local applications
Authors: Willem van Verseveld, Albrecht Weerts, Martijn Visser, Joost Buitink, Ruben Imhoff, Hélène Boisgontier et al.
Journal: Geoscientific model development · DOI: 10.5194/gmd-17-3199-2024 · Citations: 25
Matched topics: hydrology, hydrologic model, runoff, streamflow
Abstract. The wflow_sbm hydrological model, recently released by Deltares, as part of the Wflow.jl (v0.7.3) modelling framework, is being used to better understand and potentially address multiple operational and water resource planning challenges from a catchment scale to national scale to continental and global scale. Wflow.jl is a free and open-source distributed hydrological modelling framework written in the Julia programming language. The development of wflow_sbm, the model structure, e…
Addressing water scarcity in agricultural irrigation: By exploring alternative water resources for sustainable irrigated agriculture
Authors: Amgad Elmahdi
Journal: Irrigation and Drainage · DOI: 10.1002/ird.2973 · Citations: 24
Matched topics: water management, surface water, irrigation
Abstract This review paper addresses challenges in the water sector, particularly in irrigated agriculture, aiming to propose solutions for meeting irrigation demands while promoting global food security and sustainable development, notably SDG 6. Structured around three facets: empowering farmers, strengthening conventional sources of irrigation water and harnessing non‐conventional water resources, it emphasizes the significance of exploring blue water resources due to precipitation variabi…
Hydrological Processes, Snow Dynamics, and Remote Sensing
This theme encompasses 8 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.
SWAT model applications: From hydrological processes to ecosystem services
Authors: Jie Zhao, Ning Zhang, Zhuochen Liu, Qing Zhang, Chengwei Shang
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2024.172605 · Citations: 79
Matched topics: hydrologic model, water management
Abstract not available.
Modeling the effect of land use change to design a suitable low impact development (LID) system to control surface water pollutants
Authors: Alireza Naeini, Massoud Tabesh, Shahrokh Soltaninia
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2024.172756 · Citations: 25
Matched topics: hydrologic model, runoff, water management, land surface model, surface water
Abstract not available.
Principal component analysis incorporated water quality index modeling for Dhaka-based rivers
Authors: Bimol Nath Roy, Hridoy Roy, Kazi Saidur Rahman, Foysal Mahmud, Mohiuddin Ahmed Bhuiyan, Mobassarul Hasan et al.
Journal: City and Environment Interactions · DOI: 10.1016/j.cacint.2024.100150 · Citations: 40
Matched topics: river
• Available river WQA studies in Dhaka are concerned with spatial and temporal changes. • Correlation analysis followed by PCA can effectively reduce the number of parameters. • A WQI model was developed with 7 reduced WQPs from 12 WQPs for Dhaka-based rivers. • WQI for the rivers ranged from 36 to 82 over the year 2019 obtained from the model. • The developed WQI model can aid in the decision-making of the legislative authority of Bangladesh. Principal component analysis (PCA) can reduce the…
A novel hierarchical approach to insight to spectral characteristics in surface water of karst wetlands and estimate its non-optically active parameters using field hyperspectral data
Authors: Bolin Fu, Sunzhe Li, Zhinan Lao, Yingying Wei, Kaishan Song, Tengfang Deng et al.
Journal: Water Research · DOI: 10.1016/j.watres.2024.121673 · Citations: 32
Matched topics: land surface model, surface water
Abstract not available.
Soil moisture dynamics and associated rainfall-runoff processes under different land uses and land covers in a humid mountainous watershed
Authors: Zhixin Lin, Qiang Wang, Youpeng Xu, Shuang Luo, Caiyu Zhou, Zhihui Yu et al.
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2024.131249 · Citations: 24
Matched topics: hydrologic model, runoff, land surface model
Abstract not available.
Assessment of machine learning models to predict daily streamflow in a semiarid river catchment
Authors: Amit Kumar, Kumar Gaurav, Abhilash Singh, Zaher Mundher Yaseen
Journal: Neural Computing and Applications · DOI: 10.1007/s00521-024-09748-1 · Citations: 18
Matched topics: hydrology, hydrologic model, river, streamflow
Abstract not available.
Numerical modeling of landslide-generated impulse waves in mountain reservoirs using a coupled DEM-SPH method
Authors: Hangsheng Ma, Huanling Wang, Weiya Xu, Zhenggang Zhan, Shuyu Wu, Wei‐Chau Xie
Journal: Landslides · DOI: 10.1007/s10346-024-02243-7 · Citations: 32
Matched topics: reservoir
Abstract not available.
Phenology of Photosynthesis in Winter‐Dormant Temperate and Boreal Forests: Long‐Term Observations From Flux Towers and Quantitative Evaluation of Phenology Models
Authors: D. R. Bowling, Christina Schädel, Kenneth R. Smith, Andrew D. Richardson, Michael Bahn, M. Altaf Arain et al.
Journal: Journal of Geophysical Research Biogeosciences · DOI: 10.1029/2023jg007839 · Citations: 25
Matched topics: land surface model, earth system model
Abstract We examined the seasonality of photosynthesis in 46 evergreen needleleaf (evergreen needleleaf forests (ENF)) and deciduous broadleaf (deciduous broadleaf forests (DBF)) forests across North America and Eurasia. We quantified the onset and end (Start GPP and End GPP ) of photosynthesis in spring and autumn based on the response of net ecosystem exchange of CO 2 to sunlight. To test the hypothesis that snowmelt is required for photosynthesis to begin, these were compared with end of s…
Statistics
| Metric | Count |
|---|---|
| Databases searched | 2 |
| Topics searched | 16 |
| Total papers fetched | 861 |
| After deduplication | 621 |
| After LLM relevance filtering | 50 |
| Rejected (not relevant) | 571 |
Papers by journal
| Journal | Papers |
|---|---|
| Nature Communications | 3 |
| Journal of Hydrology | 3 |
| npj Urban Sustainability | 2 |
| Journal of Environmental Management | 2 |
| The Science of The Total Environment | 2 |
| Nature Climate Change | 2 |
| Science Advances | 2 |
| Water Research | 2 |
| International Journal of Disaster Risk Reduction | 2 |
| Science | 1 |
| Nature Sustainability | 1 |
| ACS Nano | 1 |
| Agriculture | 1 |
| Nature Reviews Earth & Environment | 1 |
| Sustainable Cities and Society | 1 |
| Nature Geoscience | 1 |
| Atmospheric Research | 1 |
| BMC Psychology | 1 |
| Computer Science & IT Research Journal | 1 |
| Scientific Reports | 1 |
| Chemical Engineering Journal | 1 |
| Frontiers in Water | 1 |
| Renewable and Sustainable Energy Reviews | 1 |
| PeerJ Computer Science | 1 |
| Plant Cell & Environment | 1 |
| City and Environment Interactions | 1 |
| Hydrology and earth system sciences | 1 |
| Geoscientific model development | 1 |
| Ecological Indicators | 1 |
| International Journal of Hydrogen Energy | 1 |
| Agricultural and Forest Meteorology | 1 |
| Irrigation and Drainage | 1 |
| Journal of Cleaner Production | 1 |
| Neural Computing and Applications | 1 |
| Landslides | 1 |
| Engineering Applications of Artificial Intelligence | 1 |
| Geoenergy Science and Engineering | 1 |
| Journal of Water and Climate Change | 1 |
| Journal of Geophysical Research Biogeosciences | 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