Weekly Literature Review
Week 31 · August 1–August 7, 2022
50 relevant papers found across 5 themes
Executive Summary
This week’s review covers 50 papers across Flood Modeling and Risk Assessment, Drought Analysis and Prediction, Climate Change and Water Resources, Hydrologic Modeling and Calibration, and Water Management and Sustainability.
Table of Contents
- Executive Summary
- Flood Modeling and Risk Assessment
- The challenge of unprecedented floods and droughts in risk management
- Flood forecasting with machine learning models in an operational framework
- Urban flood numerical simulation: Research, methods and future perspectives
- Risk assessment for people and vehicles in an extreme urban flood: Case study of the “7.20” flood event in Zhengzhou, China
- Effectiveness of Sentinel-1 and Sentinel-2 for flood detection assessment in Europe
- An integrated GPU-accelerated modeling framework for high-resolution simulations of rural and urban flash floods
- Applications of Stacking/Blending ensemble learning approaches for evaluating flash flood susceptibility
- A novel flood risk mapping approach with machine learning considering geomorphic and socio-economic vulnerability dimensions.
- Development of Machine Learning Flood Model Using Artificial Neural Network (ANN) at Var River
- Drought Analysis and Prediction
- Drought vulnerability and impacts of climate change on livestock production and productivity in different agro-Ecological zones of Ethiopia
- Crop Root Responses to Drought Stress: Molecular Mechanisms, Nutrient Regulations, and Interactions with Microorganisms in the Rhizosphere
- Engineering drought and salinity tolerance traits in crops through CRISPR-mediated genome editing: Targets, tools, challenges, and perspectives
- Climate change and groundwater overdraft impacts on agricultural drought in India: Vulnerability assessment, food security measures and policy recommendation
- Flash drought early warning based on the trajectory of solar-induced chlorophyll fluorescence
- Recurrent droughts increase risk of cascading tipping events by outpacing adaptive capacities in the Amazon rainforest
- Climate change impacts of drought on the livelihood of dryland smallholders: Implications of adaptation challenges
- Constructing high-resolution groundwater drought at spatio-temporal scale using GRACE satellite data based on machine learning in the Indus Basin
- Effects of drought and heat stresses during reproductive stage on pollen germination, yield, and leaf reflectance properties in maize (
Zea mays L.) - Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India
- Climate Change and Water Resources
- Climate Endgame: Exploring catastrophic climate change scenarios
- Hydrogen production through renewable and non-renewable energy processes and their impact on climate change
- The effects of night-time warming on mortality burden under future climate change scenarios: a modelling study
- Facing Change: Gender and Climate Change Attitudes Worldwide
- Natural disasters, climate change, and sovereign risk
- Recommendations for quantifying and reducing uncertainty in climate projections of species distributions
- How do climate change perception and value cognition affect farmers’ sustainable livelihood capacity? An analysis based on an improved DFID sustainable livelihood framework
- How do children, adolescents, and young adults relate to climate change? Implications for developmental psychology
- Impact of climate change on nearly zero-energy dwelling in temperate climate: Time-integrated discomfort, HVAC energy performance, and GHG emissions
- Climate change‐induced distributional change of medicinal and aromatic plants in the Nepal Himalaya
- Hydrologic Modeling and Calibration
- Analysis of runoff generation driving factors based on hydrological model and interpretable machine learning method
- Groundwater vulnerability and contamination risk mapping of semi-arid Totko river basin, India using GIS-based DRASTIC model and AHP techniques
- Evolution of Uncertainty in Terrestrial Carbon Storage in Earth System Models from CMIP5 to CMIP6
- Stepwise decomposition-integration-prediction framework for runoff forecasting considering boundary correction.
- Water Management and Sustainability
- The role of deep learning in urban water management: A critical review.
- Soil hydrology in the Earth system
- Landscape ecological risk assessment and driving factor analysis in Dongjiang river watershed.
- Smart irrigation system based on IoT and machine learning
- Exposure to the Tire Rubber-Derived Contaminant 6PPD-Quinone Causes Mitochondrial Dysfunction In Vitro
- Watershed prioritization using morphometric analysis by MCDM approaches
- Preliminary feasibility analysis for remaking the function of cascade hydropower stations to enhance hydropower flexibility: A case study in China
- The characteristics and influencing factors of the spatial distribution of intangible cultural heritage in the Yellow River Basin of China
- Review: Urban groundwater issues and resource management, and their roles in the resilience of cities
- Analysis of environmental factors using AI and ML methods
- Driving factors of the variation of ecosystem service and the trade-off and synergistic relationships in typical karst basin
- A case study of thermal and chemical stratification in a drinking water reservoir
- A 3E, hydrogen production, irrigation, and employment potential assessment of a hybrid energy system for tropical weather conditions – Combination of HOMER software, shannon entropy, and TOPSIS
- Capacity configuration and economic evaluation of a power system integrating hydropower, solar, and wind
- Investigation of fire risk zones using heat–humidity time series data and vegetation
- High‐Resolution Soil Moisture Data Reveal Complex Multi‐Scale Spatial Variability Across the United States
- Plant-soil interactions and C:N:P stoichiometric homeostasis of plant organs in riparian plantation
- Statistics
- Filtering Criteria
Flood Modeling and Risk Assessment
This week features 9 papers advancing flood science, spanning susceptibility mapping, risk assessment, and hydrodynamic modeling. Notable contributions from Kreibich, Nevo et al. The studies collectively advance both data-driven and physically-based approaches to flood prediction and management.
The challenge of unprecedented floods and droughts in risk management
Authors: Heidi Kreibich, Anne F. Van Loon, Kai Schröter, Philip J. Ward, Maurizio Mazzoleni, Nivedita Sairam et al.
Journal: Nature · DOI: 10.1038/s41586-022-04917-5 · Citations: 483
Matched topics: hydrology, streamflow, flood, drought
.
Flood forecasting with machine learning models in an operational framework
Authors: Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger, Chen Barshai, Dana Weitzner et al.
Journal: Hydrology and earth system sciences · DOI: 10.5194/hess-26-4013-2022 · Citations: 222
Matched topics: flood
Abstract. Google’s operational flood forecasting system was developed to provide accurate real-time flood warnings to agencies and the public with a focus on riverine floods in large, gauged rivers. It became operational in 2018 and has since expanded geographically. This forecasting system consists of four subsystems: data validation, stage forecasting, inundation modeling, and alert distribution. Machine learning is used for two of the subsystems. Stage forecasting is modeled with the long …
Urban flood numerical simulation: Research, methods and future perspectives
Authors: Pingping Luo, Manting Luo, Fengyue Li, Xiaogang Qi, Aidi Huo, Zhenhong Wang et al.
Journal: Environmental Modelling & Software · DOI: 10.1016/j.envsoft.2022.105478 · Citations: 208
Matched topics: runoff, flood
Abstract not available.
Risk assessment for people and vehicles in an extreme urban flood: Case study of the “7.20” flood event in Zhengzhou, China
Authors: B. Dong, J. Xia, Qijie Li, Mei-rong Zhou
Journal: International Journal of Disaster Risk Reduction · DOI: 10.1016/j.ijdrr.2022.103205 · Citations: 113
Matched topics: flood
Abstract not available.
Effectiveness of Sentinel-1 and Sentinel-2 for flood detection assessment in Europe
Authors: A. Tarpanelli, A. Mondini, S. Camici
Journal: Natural Hazards and Earth System Sciences · DOI: 10.5194/nhess-22-2473-2022 · Citations: 107
Matched topics: flood
Abstract. Inundation is one of the major natural hazards in Europe. The evaluation of the flood hazard and risk is not straightforward mainly due to the monitoring system that is poor or not uniformly distributed in the territory. The ESA Earth Observation Program, including a series of satellites, Sentinels, for the operative observation of the natural phenomenon, e.g. the inundations, can potentially reduce the gap. Sentinel-1 (SAR: synthetic aperture radar) and Sentinel-2 (optical) have be…
An integrated GPU-accelerated modeling framework for high-resolution simulations of rural and urban flash floods
Authors: Andreas Buttinger‐Kreuzhuber, Artem Konev, Zsolt Horváth, Daniel Cornel, Ingo Schwerdorf, Günter Blöschl et al.
Journal: Environmental Modelling & Software · DOI: 10.1016/j.envsoft.2022.105480 · Citations: 99
Matched topics: runoff, water management, flood
This paper presents an integrated modeling framework aiming at accurate predictions of flood hazard from heavy rainfalls. The accuracy of such predictions generally depends on the complexity and resolution of the employed model components. We propose an integration of complementary models in one framework that facilitates GPUs to improve accuracy and simulation time. The spatially distributed runoff model integrates surface flow routing based on the full shallow water equations, infiltration …
Applications of Stacking/Blending ensemble learning approaches for evaluating flash flood susceptibility
Authors: Jing Yao, Xiaoxiang Zhang, Weicong Luo, Changjun Liu, Liliang Ren
Journal: International Journal of Applied Earth Observation and Geoinformation · DOI: 10.1016/j.jag.2022.102932 · Citations: 90
Matched topics: flood
Flash floods are a type of catastrophic disasters which cause significant losses of life and property worldwide. In recent years, machine learning techniques have become powerful tools for evaluating flash flood susceptibility. This research applies stacking and blending ensemble learning approaches to assess the flash flood potential in Jiangxi, China. Four base models – linear regression, K-nearest neighbours, support vector machine
A novel flood risk mapping approach with machine learning considering geomorphic and socio-economic vulnerability dimensions.
Authors: Prakhar Deroliya, Mousumi Ghosh, M. Mohanty, Subimal Ghosh, K. V. Rao, S. Karmakar
Journal: Science of the Total Environment · DOI: 10.1016/j.scitotenv.2022.158002 · Citations: 85
Matched topics: flood
Quantifying flood hazards by employing hydraulic/hydrodynamic models for flood risk mapping is a widely implemented non-structural flood management strategy. However, the unavailability of multi-domain and multi-dimensional input data and expensive computational resources limit its application in resource-constrained regions. The fifth and sixth IPCC assessment reports recommend including vulnerability and exposure components along with hazards for capturing risk on human-environment systems …
Development of Machine Learning Flood Model Using Artificial Neural Network (ANN) at Var River
Authors: Mumtaz Ahmad, Md Abdullah Al Mehedi, Munshi Md. Shafwat Yazdan, Raaghul Kumar
Journal: Liquids · DOI: 10.3390/liquids2030010 · Citations: 55
Matched topics: river, flood
Data-driven flow forecasting models, such as Artificial Neural Networks (ANNs), are increasingly used for operational flood warning systems. In this research, we systematically evaluate different machine learning techniques (random forest and decision tree) and compare them with classical methods of the NAM rainfall run-off model for the Vésubie River, Nice, France. The modeled network is trained and tested using discharge, precipitation, temperature, and evapotranspiration data for about fou…
Drought Analysis and Prediction
Drought research this week encompasses 10 studies covering monitoring, prediction, and impact assessment. Key work by Bogale, Kang et al. highlights advances in drought characterization across multiple spatial and temporal scales.
Drought vulnerability and impacts of climate change on livestock production and productivity in different agro-Ecological zones of Ethiopia
Authors: Girma Asefa Bogale, Zelalem Bekeko
Journal: Journal of Applied Animal Research · DOI: 10.1080/09712119.2022.2103563 · Citations: 127
Matched topics: drought, climate change
Drought is a complicated natural hazard that has far-reaching social and environmental impacts. In Ethiopia’s diverse agro ecological zones, drought remains a severe challenge and problem. Livestock rising is one of the agricultural sub-sectors that provide income and livelihood to around one-third of African inhabitants and accounts for 30–50 percent of agricultural GDP. Pastoralists on the Ethiopia-Kenya-Somalia border endured extreme suffering, including the loss of nearly 80% of their cat…
Crop Root Responses to Drought Stress: Molecular Mechanisms, Nutrient Regulations, and Interactions with Microorganisms in the Rhizosphere
Authors: Jian-yun Kang, Yunfeng Peng, Weifeng Xu
Journal: International Journal of Molecular Sciences · DOI: 10.3390/ijms23169310 · Citations: 127
Matched topics: drought
Roots play important roles in determining crop development under drought. Under such conditions, the molecular mechanisms underlying key responses and interactions with the rhizosphere in crop roots remain limited compared with model species such as Arabidopsis. This article reviews the molecular mechanisms of the morphological, physiological, and metabolic responses to drought stress in typical crop roots, along with the regulation of soil nutrients and microorganisms to these responses. Fir…
Engineering drought and salinity tolerance traits in crops through CRISPR-mediated genome editing: Targets, tools, challenges, and perspectives
Authors: Rahul Mahadev Shelake, U. Kadam, Ritesh Kumar, Dibyajyoti Pramanik, A. K. Singh, Jae-Yean Kim
Journal: Plant Communications · DOI: 10.1016/j.xplc.2022.100417 · Citations: 121
Matched topics: drought
Prolonged periods of drought triggered by climate change hamper plant growth and cause substantial agricultural yield losses every year. In addition to drought, salinity is one of the major abiotic stresses that severely affect crop health and agricultural production. Plant responses to drought and salinity involve multiple processes that operate in a spatiotemporal manner, such as stress sensing, perception, epigenetic modifications, transcription, post-transcriptional processing, translatio…
Climate change and groundwater overdraft impacts on agricultural drought in India: Vulnerability assessment, food security measures and policy recommendation
Authors: Paramita Roy, Subodh Chandra Pal, Rabin Chakrabortty, Indrajit Chowdhuri, Asish Saha, Manisa Shit
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2022.157850 · Citations: 114
Matched topics: drought, climate change
Abstract not available.
Flash drought early warning based on the trajectory of solar-induced chlorophyll fluorescence
Authors: Koushan Mohammadi, Yelin Jiang, Guiling Wang
Journal: Proceedings of the National Academy of Sciences · DOI: 10.1073/pnas.2202767119 · Citations: 105
Matched topics: drought
Flash drought often leads to devastating effects in multiple sectors and presents a unique challenge for drought early warning due to its sudden onset and rapid intensification. Existing drought monitoring and early warning systems are based on various hydrometeorological variables reaching thresholds of unusually low water content. Here, we propose a flash drought early warning approach based on spaceborne measurements of solar-induced chlorophyll fluorescence (SIF), a proxy of photosynthesi…
Recurrent droughts increase risk of cascading tipping events by outpacing adaptive capacities in the Amazon rainforest
Authors: Nico Wunderling, Arie Staal, Boris Sakschewski, Marina Hirota, Obbe A. Tuinenburg, Jonathan F. Donges et al.
Journal: Proceedings of the National Academy of Sciences · DOI: 10.1073/pnas.2120777119 · Citations: 99
Matched topics: drought, earth system model
Tipping elements are nonlinear subsystems of the Earth system that have the potential to abruptly shift to another state if environmental change occurs close to a critical threshold with large consequences for human societies and ecosystems. Among these tipping elements may be the Amazon rainforest, which has been undergoing intensive anthropogenic activities and increasingly frequent droughts. Here, we assess how extreme deviations from climatological rainfall regimes may cause local forest …
Climate change impacts of drought on the livelihood of dryland smallholders: Implications of adaptation challenges
Authors: Mokbul Morshed Ahmad, Muhammad Yaseen, Shahab E. Saqib
Journal: International Journal of Disaster Risk Reduction · DOI: 10.1016/j.ijdrr.2022.103210 · Citations: 98
Matched topics: drought, climate change
Abstract not available.
Constructing high-resolution groundwater drought at spatio-temporal scale using GRACE satellite data based on machine learning in the Indus Basin
Authors: Shoaib Ali, Dong Liu, Qiang Fu, Muhammad Jehanzeb Masud Cheema, Subodh Chandra Pal, Arfan Arshad et al.
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2022.128295 · Citations: 88
Matched topics: drought
Abstract not available.
Effects of drought and heat stresses during reproductive stage on pollen germination, yield, and leaf reflectance properties in maize (Zea mays L.)
Authors: Raju Bheemanahalli, P. Ramamoorthy, Sadikshya Poudel, Sathishkumar Samiappan, Nuwan K. Wijewardane, K. Raja Reddy
Journal: Plant Direct · DOI: 10.1002/pld3.434 · Citations: 83
Matched topics: drought
L.) production. Much attention has been directed toward plant responses to heat or drought stress. However, maize reproductive stage responses to combined heat and drought remain less explored. Therefore, this study aimed to quantify the impact of optimum daytime (30°C, control) and warmer daytime temperatures (35°C, heat stress) on pollen germination, morpho-physiology, and yield potential using two maize genotypes (“Mo17” and “B73”) under contrasting soil moisture content, that is, 100% and…
Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India
Authors: Ahmed Elbeltagi, Manish Kumar, Nand Lal Kushwaha, Chaitanya B. Pande, Pakorn Ditthakit, Dinesh Kumar Vishwakarma et al.
Journal: Stochastic Environmental Research and Risk Assessment · DOI: 10.1007/s00477-022-02277-0 · Citations: 78
Matched topics: hydrologic model, drought
Abstract not available.
Climate Change and Water Resources
Climate-water interactions are explored in 10 papers this week, addressing impacts on the cryosphere, water cycle components, and regional water resources under changing conditions.
Climate Endgame: Exploring catastrophic climate change scenarios
Authors: Luke Kemp, Chi Xu, Joanna Depledge, Kristie L. Ebi, Goodwin Gibbins, Timothy A. Kohler et al.
Journal: Proceedings of the National Academy of Sciences · DOI: 10.1073/pnas.2108146119 · Citations: 748
Matched topics: land surface model, climate change, earth system model
Prudent risk management requires consideration of bad-to-worst-case scenarios. Yet, for climate change, such potential futures are poorly understood. Could anthropogenic climate change result in worldwide societal collapse or even eventual human extinction? At present, this is a dangerously underexplored topic. Yet there are ample reasons to suspect that climate change could result in a global catastrophe. Analyzing the mechanisms for these extreme consequences could help galvanize action, im…
Hydrogen production through renewable and non-renewable energy processes and their impact on climate change
Authors: Muhammad Amin, H. H. Shah, Anaiz Gul Fareed, W. Khan, Eun-Ho Chung, Adeel Zia et al.
Journal: International journal of hydrogen energy · DOI: 10.1016/j.ijhydene.2022.07.172 · Citations: 463
Matched topics: climate change
Abstract not available.
The effects of night-time warming on mortality burden under future climate change scenarios: a modelling study
Authors: Cheng He, Ho Kim, Masahiro Hashizume, Whanhee Lee, Yasushi Honda, Satbyul Estella Kim et al.
Journal: The Lancet Planetary Health · DOI: 10.1016/s2542-5196(22)00139-5 · Citations: 211
Matched topics: climate change
BACKGROUND: The health impacts of climate warming are usually quantified based on daily average temperatures. However, extra health risks might result from hot nights. We project the future mortality burden due to hot nights. METHODS: We selected the hot night excess (HNE) to represent the intensity of night-time heat, which was calculated as the excess sum of high temperature during night time. We collected historical mortality data in 28 cities from three east Asian countries, from 1981 to …
Facing Change: Gender and Climate Change Attitudes Worldwide
Authors: Sarah Sunn Bush, Amanda Clayton
Journal: American Political Science Review · DOI: 10.1017/s0003055422000752 · Citations: 139
Matched topics: climate change
Gender differences in concern about climate change are highly correlated with economic development: when countries are wealthier, a gap emerges whereby women are more likely than men to express concern about our changing climate. These differences stem from cross-national variation in men’s attitudes. Men, more than women, tend to be less concerned about climate change when countries are wealthier. This article develops a new theory about the perceived costs and benefits of climate mitigation…
Natural disasters, climate change, and sovereign risk
Authors: Enrico Mallucci
Journal: Journal of International Economics · DOI: 10.1016/j.jinteco.2022.103672 · Citations: 99
Matched topics: climate change
Abstract not available.
Recommendations for quantifying and reducing uncertainty in climate projections of species distributions
Authors: Stephanie Brodie, James A. Smith, Barbara Muhling, Lewis A. K. Barnett, Gemma Carroll, Paul C. Fiedler et al.
Journal: Global Change Biology · DOI: 10.1111/gcb.16371 · Citations: 86
Matched topics: earth system model
Projecting the future distributions of commercially and ecologically important species has become a critical approach for ecosystem managers to strategically anticipate change, but large uncertainties in projections limit climate adaptation planning. Although distribution projections are primarily used to understand the scope of potential change-rather than accurately predict specific outcomes-it is nonetheless essential to understand where and why projections can give implausible results and…
How do climate change perception and value cognition affect farmers’ sustainable livelihood capacity? An analysis based on an improved DFID sustainable livelihood framework
Authors: Aijun Guo, Yao Wei, Fanglei Zhong, Penglong Wang
Journal: Sustainable Production and Consumption · DOI: 10.1016/j.spc.2022.08.002 · Citations: 79
Matched topics: climate change
Abstract not available.
How do children, adolescents, and young adults relate to climate change? Implications for developmental psychology
Authors: Maria Ojala
Journal: European Journal of Developmental Psychology · DOI: 10.1080/17405629.2022.2108396 · Citations: 70
Matched topics: climate change
Climate change is an existential threat facing humanity on a global scale. To handle this problem, all societal actors, including young people, need to get involved. This narrative review focuses on what implications climate change has for research in developmental psychology. It is argued that how young people relate to climate change is closely associated with key issues dealt with in this research field. The aim of this article is to present an overview of research about young people and c…
Impact of climate change on nearly zero-energy dwelling in temperate climate: Time-integrated discomfort, HVAC energy performance, and GHG emissions
Authors: Ramin Rahif, Alireza Norouziasas, Essam Elnagar, Sébastien Doutreloup, Seyed Mohsen Pourkiaei, Deepak Amaripadath et al.
Journal: Building and Environment · DOI: 10.1016/j.buildenv.2022.109397 · Citations: 62
Matched topics: climate change
Abstract not available.
Climate change‐induced distributional change of medicinal and aromatic plants in the Nepal Himalaya
Authors: Uttam Babu Shrestha, Pramod Lamsal, Suresh Kumar Ghimire, Bharat Babu Shrestha, Sajita Dhakal, Sujata Shrestha et al.
Journal: Ecology and Evolution · DOI: 10.1002/ece3.9204 · Citations: 56
Matched topics: climate change
Medicinal and aromatic plants (MAPs) contribute to human well-being via health and economic benefits. Nepal has recorded 2331 species of MAPs, of which around 300 species are currently under trade. Wild harvested MAPs in Nepal are under increasing pressure from overexploitation for trade and the effects of climate change and development. Despite some localized studies to examine the impact of climate change on MAPs, a consolidated understanding is lacking on how the distribution of major trad…
Hydrologic Modeling and Calibration
Hydrologic model development and evaluation features 4 papers covering precipitation estimation, model calibration, rainfall-runoff processes, and large-scale simulation advances.
Analysis of runoff generation driving factors based on hydrological model and interpretable machine learning method
Authors: Shuo Wang, Hui Peng, Qin Hu, Meng Jiang
Journal: Journal of Hydrology: Regional Studies · DOI: 10.1016/j.ejrh.2022.101139 · Citations: 144
Matched topics: runoff
Abstract not available.
Groundwater vulnerability and contamination risk mapping of semi-arid Totko river basin, India using GIS-based DRASTIC model and AHP techniques
Authors: Amit Bera, Bhabani Prasad Mukhopadhyay, Shubhamita Das
Journal: Chemosphere · DOI: 10.1016/j.chemosphere.2022.135831 · Citations: 63
Matched topics: river, land surface model, surface water
Abstract not available.
Evolution of Uncertainty in Terrestrial Carbon Storage in Earth System Models from CMIP5 to CMIP6
Authors: Ning Wei, Jianyang Xia, Jian Zhou, Lifen Jiang, Erqian Cui, Jiaye Ping et al.
Journal: Journal of Climate · DOI: 10.1175/jcli-d-21-0763.1 · Citations: 60
Matched topics: earth system model
Abstract The spatial and temporal variations in terrestrial carbon storage play a pivotal role in regulating future climate change. However, Earth system models (ESMs), which have coupled the terrestrial biosphere and atmosphere, show great uncertainty in simulating the global land carbon storage. Here, based on multiple global datasets and a traceability analysis, we diagnosed the uncertainty source of terrestrial carbon storage in 22 ESMs that participated in phases 5 and 6 of the Coupled M…
Stepwise decomposition-integration-prediction framework for runoff forecasting considering boundary correction.
Authors: Zhanxing Xu, L. Mo, Jianzhong Zhou, W. Fang, Hui Qin
Journal: Science of the Total Environment · DOI: 10.1016/j.scitotenv.2022.158342 · Citations: 54
Matched topics: runoff
Predicting river runoff accurately is of substantial significance for flood control, water resource allocation, and basin ecological dispatching. To explore the reasonable and effective application of time series decomposition in runoff forecasting, this study proposed a novel stepwise decomposition-integration-prediction considering boundary correction (SDIPBC) framework by using the stepwise decomposition sampling method and multi-input neural network. On this basis, we implemented a hybrid…
Water Management and Sustainability
Water management research spans 17 papers addressing topics from irrigation optimization and reservoir operations to water resource assessment and sustainability frameworks.
The role of deep learning in urban water management: A critical review.
Authors: G. Fu, Yiwen Jin, Siao Sun, Zhiguo Yuan, D. Butler
Journal: Water Research · DOI: 10.1016/j.watres.2022.118973 · Citations: 311
Matched topics: water management
Deep learning techniques and algorithms are emerging as a disruptive technology with the potential to transform global economies, environments and societies. They have been applied to planning and management problems of urban water systems in general, however, there is lack of a systematic review of the current state of deep learning applications and an examination of potential directions where deep learning can contribute to solving urban water challenges. Here we provide such a review, cove…
Soil hydrology in the Earth system
Authors: H. Vereecken, W. Amelung, S. L. Bauke, H. Bogena, N. Brüggemann, C. Montzka et al.
Journal: Nature Reviews Earth & Environment · DOI: 10.1038/s43017-022-00324-6 · Citations: 262
Matched topics: hydrology
Abstract not available.
Landscape ecological risk assessment and driving factor analysis in Dongjiang river watershed.
Authors: Youliang Chen, Wenmin Zou, Hamed Karimian, Jiaqin Xia, Zhaoru Wang
Journal: Chemosphere · DOI: 10.1016/j.chemosphere.2022.135835 · Citations: 154
Matched topics: river
The ecological and environmental quality of Dongjiang river watershed has great influence on Guangdong, Hong Kong and Macao. The landscape ecological risk assessment model could effectively monitor and assess environmental quality. In this study, spatial autocorrelation and geographic detector methods were used to explore the spatial characteristics of landscape ecological risk and their driving factors in the Dongjiang river watershed for four decades. The results showed that the ecological …
Smart irrigation system based on IoT and machine learning
Authors: Youness Tace, Mohamed Tabaa, Sanaa Elfilali, Cherkaoui Leghris, Hassna Bensag, Éric Renault
Journal: Energy Reports · DOI: 10.1016/j.egyr.2022.07.088 · Citations: 143
Matched topics: irrigation
Traditional agriculture has been the pillar of development on the planet for centuries. But with exponential population growth and increasing demand, farmers will need water to irrigate the land to meet this demand. Because of the scarcity of this resource, farmers need a solution that changes the way they operate. With the advent of new technologies, the notion of Agriculture 4.0 has become a reality to keep up with and meet the demand. With the addition of artificial intelligence and IoT th…
Exposure to the Tire Rubber-Derived Contaminant 6PPD-Quinone Causes Mitochondrial Dysfunction In Vitro
Authors: Hannah Mahoney, Francisco Carlos da Silva, Catherine Roberts, Matthew Schultz, Xiaowen Ji, Alper James Alcaraz et al.
Journal: Environmental Science & Technology Letters · DOI: 10.1021/acs.estlett.2c00431 · Citations: 123
Matched topics: runoff
N-(1,3-Dimethylbutyl)-N′-phenyl-p-phenylenediamine-quinone (6PPD-quinone), a rubber tire oxidation product found in road runoff, is highly and acutely toxic to selected salmonids including coho salmon, brook trout, and rainbow trout but not other fish species and invertebrates studied to date. Sensitive species displayed increased ventilation and gasping, suggesting a possible impact on respiration. Here, adherent cell lines RTL-W1 and RTgill-W1 were exposed to 5–80 μg/L 6PPD-quinone, and cyt…
Watershed prioritization using morphometric analysis by MCDM approaches
Authors: Purabi Sarkar, Pankaj Kumar, Dinesh Kumar Vishwakarma, Alaknanda Ashok, Ahmed Elbeltagi, Sandeep Kumar Gupta et al.
Journal: Ecological Informatics · DOI: 10.1016/j.ecoinf.2022.101763 · Citations: 97
Matched topics: runoff, water management
Abstract not available.
Preliminary feasibility analysis for remaking the function of cascade hydropower stations to enhance hydropower flexibility: A case study in China
Authors: Juntao Zhang, Chun-tian Cheng, Shen Yu, Jianjian Shen, Xinyu Wu, Huaying Su
Journal: Energy · DOI: 10.1016/j.energy.2022.125163 · Citations: 80
Matched topics: hydropower
Abstract not available.
The characteristics and influencing factors of the spatial distribution of intangible cultural heritage in the Yellow River Basin of China
Authors: Xin Nie, Yong Xie, Xiaoxiao Xie, Lunxing Zheng
Journal: Heritage Science · DOI: 10.1186/s40494-022-00754-x · Citations: 79
Matched topics: river
Abstract This paper explores the characteristics and influencing factors of the spatial distribution of 889 national intangible cultural heritage sites in the Yellow River basin of China based on ArcGIS spatial analysis and Geodetector. The results show that the distribution of national intangible cultural heritage sites in the Yellow River basin is significantly different among provinces, and most of them are distributed in the central and western regions. From east to west, the density of i…
Review: Urban groundwater issues and resource management, and their roles in the resilience of cities
Authors: Francesco La Vigna
Journal: Hydrogeology Journal · DOI: 10.1007/s10040-022-02517-1 · Citations: 78
Matched topics: hydrology
Abstract The relationships between cities and underlying groundwater are reviewed, with the aim to highlight the importance of urban groundwater resources in terms of city resilience value. Examples of more than 70 cities worldwide are cited along with details of their groundwater-related issues, specific experiences, and settings. The groundwater-related issues are summarized, and a first groundwater-city classification is proposed in order to facilitate a more effective city-to-city compari…
Analysis of environmental factors using AI and ML methods
Authors: Mohd Anul Haq, Ahsan Uddin Ahmed, Ilyas Khan, Jayadev Gyani, Abdullah Mohamed, El-Awady Attia et al.
Journal: Scientific Reports · DOI: 10.1038/s41598-022-16665-7 · Citations: 76
Matched topics: hydrologic model
The main goal of this research paper is to apply a deep neural network model for time series forecasting of environmental variables. Accurate forecasting of snow cover and NDVI are important issues for the reliable and efficient hydrological models and prediction of the spread of forest. Long Short Term Memory (LSTM) model for the time series forecasting of snow cover, temperature, and normalized difference vegetation index (NDVI) are studied in this research work. Artificial neural networks …
Driving factors of the variation of ecosystem service and the trade-off and synergistic relationships in typical karst basin
Authors: Yuan Jiang, Rui Li, Kai Huang
Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2022.109253 · Citations: 71
Matched topics: runoff, land surface model
Since 2011, the Chinese government has been implementing a series of comprehensive rock desertification control projects. Concurrently, the relevant ecosystem service functions have been changing. However, few studies have quantitatively evaluated the variation of each ecosystem service function and its driving factors; moreover, the trade-off and synergistic relationships must be further explored. Therefore, the present study used a Soil and Water Assessment Tool (SWAT) model to stimulate th…
A case study of thermal and chemical stratification in a drinking water reservoir
Authors: Jianchao Shi, Lianxiang Wang, Yongrui Yang, Tinglin Huang
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2022.157787 · Citations: 67
Matched topics: reservoir, water management
Abstract not available.
A 3E, hydrogen production, irrigation, and employment potential assessment of a hybrid energy system for tropical weather conditions – Combination of HOMER software, shannon entropy, and TOPSIS
Authors: Ephraim Bonah Agyekum, Jeffrey Dankwa Ampah, Sandylove Afrane, Tomiwa Sunday Adebayo, Ebenezer Agbozo
Journal: International Journal of Hydrogen Energy · DOI: 10.1016/j.ijhydene.2022.07.049 · Citations: 67
Matched topics: irrigation
Abstract not available.
Capacity configuration and economic evaluation of a power system integrating hydropower, solar, and wind
Authors: Yusheng Zhang, Chao Ma, Yang Yang, Xiulan Pang, J. Lian, Xin Wang
Journal: Energy · DOI: 10.1016/j.energy.2022.125012 · Citations: 59
Matched topics: hydropower
Abstract not available.
Investigation of fire risk zones using heat–humidity time series data and vegetation
Authors: Javad Rabiei, M. Khademi, Sahar Bagherpour, Negin Ebadi, Akram Karimi, Kaveh Ostad‐Ali‐Askari
Journal: Applied Water Science · DOI: 10.1007/s13201-022-01742-z · Citations: 57
Matched topics: hydrologic model
Abstract Forest fires destroy these areas and have devastating and harmful socio-economic and environmental effects. One of the methods of preventing and managing the hazards created in the field of forest fires is to determine the range of fire risk. The purpose of this study is to determine the high-risk areas of fire in the forests of Golestan province using remote sensing data and field information. For this purpose, the data of MODIS satellite during the years 2005 to 2020 for the middle…
High‐Resolution Soil Moisture Data Reveal Complex Multi‐Scale Spatial Variability Across the United States
Authors: Noemi Vergopolan, Justin Sheffield, Nathaniel W. Chaney, Ming Pan, Hylke E. Beck, Craig R. Ferguson et al.
Journal: Geophysical Research Letters · DOI: 10.1029/2022gl098586 · Citations: 56
Matched topics: hydrology, earth system model
Abstract Soil moisture (SM) spatiotemporal variability critically influences water resources, agriculture, and climate. However, besides site‐specific studies, little is known about how SM varies locally (1–100‐m scale). Consequently, quantifying the SM variability and its impact on the Earth system remains a long‐standing challenge in hydrology. We reveal the striking variability of local‐scale SM across the United States using SMAP‐HydroBlocks — a novel satellite‐based surface SM data set a…
Plant-soil interactions and C:N:P stoichiometric homeostasis of plant organs in riparian plantation
Authors: Dongdong Ding, Muhammad Arif, Minghui Liu, Jiajia Li, Xin Hu, Qianwen Geng et al.
Journal: Frontiers in Plant Science · DOI: 10.3389/fpls.2022.979023 · Citations: 55
Matched topics: hydropower
, which can withstand flooding and are suitable for vegetation restoration in the hydro-fluctuation zone.
Statistics
| Metric | Count |
|---|---|
| Databases searched | 2 |
| Topics searched | 16 |
| Total papers fetched | 929 |
| After deduplication | 668 |
| After LLM relevance filtering | 50 |
| Rejected (not relevant) | 618 |
Papers by journal
| Journal | Papers |
|---|---|
| Proceedings of the National Academy of Sciences | 3 |
| Environmental Modelling & Software | 2 |
| International Journal of Disaster Risk Reduction | 2 |
| Science of the Total Environment | 2 |
| The Science of The Total Environment | 2 |
| Chemosphere | 2 |
| Energy | 2 |
| Nature | 1 |
| Hydrology and earth system sciences | 1 |
| Natural Hazards and Earth System Sciences | 1 |
| International Journal of Applied Earth Observation and Geoinformation | 1 |
| Liquids | 1 |
| Journal of Applied Animal Research | 1 |
| International Journal of Molecular Sciences | 1 |
| Plant Communications | 1 |
| Journal of Hydrology | 1 |
| Plant Direct | 1 |
| Stochastic Environmental Research and Risk Assessment | 1 |
| International journal of hydrogen energy | 1 |
| The Lancet Planetary Health | 1 |
| American Political Science Review | 1 |
| Journal of International Economics | 1 |
| Global Change Biology | 1 |
| Sustainable Production and Consumption | 1 |
| European Journal of Developmental Psychology | 1 |
| Building and Environment | 1 |
| Ecology and Evolution | 1 |
| Journal of Hydrology: Regional Studies | 1 |
| Journal of Climate | 1 |
| Water Research | 1 |
| Nature Reviews Earth & Environment | 1 |
| Energy Reports | 1 |
| Environmental Science & Technology Letters | 1 |
| Ecological Informatics | 1 |
| Heritage Science | 1 |
| Hydrogeology Journal | 1 |
| Scientific Reports | 1 |
| Ecological Indicators | 1 |
| International Journal of Hydrogen Energy | 1 |
| Applied Water Science | 1 |
| Geophysical Research Letters | 1 |
| Frontiers in Plant Science | 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