Weekly Literature Review
Week 15 · April 10–April 16, 2023
50 relevant papers found across 5 themes
Executive Summary
This week’s review covers 50 papers across 5 themes. The most cited paper examines A global transition to flash droughts under climate change, with 716 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
- A global transition to flash droughts under climate change
- Climate change and the global redistribution of biodiversity: substantial variation in empirical support for expected range shifts
- Abaxial leaf surface-mounted multimodal wearable sensor for continuous plant physiology monitoring
- Urban water crises driven by elites’ unsustainable consumption
- Advancing research on compound weather and climate events via large ensemble model simulations
- Climate change unequally affects nitrogen use and losses in global croplands
- Challenges resulting from urban density and climate change for the EU energy transition
- Integrated Microbiome and Metabolomic Analysis Reveal Responses of Rhizosphere Bacterial Communities and Root exudate Composition to Drought and Genotype in Rice (Oryza sativa L.)
- Droughts are coming on faster
- Accuracy of agricultural drought indices and analysis of agricultural drought characteristics in China between 2000 and 2019
- Evaluation of NEX-GDDP-CMIP6 in simulation performance and drought capture utility over China – based on DISO
- Conductive Polymer Coated Layered Double Hydroxide as a Novel Sulfur Reservoir for Flexible Lithium‐Sulfur Batteries
- High-temporal-resolution monitoring of reservoir water storage of the Lancang-Mekong River
- Climate Change and Cultural Heritage: Methods and Approaches for Damage and Risk Assessment Addressed to a Practical Application
- Risk assessment of flash flood and soil erosion impacts on electrical infrastructures in overcrowded mountainous urban areas under climate change
- Effect of biochar addition and reduced irrigation regimes on growth, physiology and water use efficiency of cotton plants under salt stress
- ANN-based estimation of pore pressure of hydrocarbon reservoirs—a case study
- Spatiotemporal dynamics of vegetation net ecosystem productivity and its response to drought in Northwest China
- Recent Trends and Variability in the Oceanic Storage of Dissolved Inorganic Carbon
- Correlation of climate change and human activities with agricultural drought and its impact on the net primary production of winter wheat
- Climate change and pro-sustainable behaviors: application of nudge theory
- The isotopes of precipitation have climate change signal in arid Central Asia
- Identification of climate change impact and thermal comfort zones in semi-arid regions of AP, India using LST and NDBI techniques
- The conflicts of agricultural water supply and demand under climate change in a typical arid land watershed of Central Asia
- Flood Risk Assessment and Extreme Precipitation
- GIS-based flood risk assessment using multi-criteria decision analysis of Shebelle River Basin in southern Somalia
- Resilience patterns of human mobility in response to extreme urban floods
- GIS-based risk assessment of flood disaster in the Lijiang River Basin
- Urban resilience assessment: A multicriteria approach for identifying urban flood-exposed risky districts using multiple-criteria decision-making tools (MCDM)
- A new flood chronology for KwaZulu-Natal (1836–2022): the April 2022 Durban floods in historical context
- Machine Learning and AI for Hydrological Prediction
- Dynamic machine vision with retinomorphic photomemristor-reservoir computing
- Forecasting vapor pressure deficit for agricultural water management using machine learning in semi-arid environments
- High temporal resolution urban flood prediction using attention-based LSTM models
- A novel multi-step ahead forecasting model for flood based on time residual LSTM
- A Near-Real-Time Flood Detection Method Based on Deep Learning and SAR Images
- Benchmarking hydrological models for an uncertain future
- Neural networks for parameter estimation in intractable models
- Machine learning algorithms for high-resolution prediction of spatiotemporal distribution of air pollution from meteorological and soil parameters
- Water Management, Irrigation, and Groundwater
- Integration of hydrogeological data, GIS and AHP techniques applied to delineate groundwater potential zones in sandstone, limestone and shales rocks of the Damoh district, (MP) central India
- Biomass-enhanced Janus sponge-like hydrogel with salt resistance and high strength for efficient solar desalination
- Hydrological Processes, Snow Dynamics, and Remote Sensing
- Acceleration of U.S. Southeast and Gulf coast sea-level rise amplified by internal climate variability
- Deep Learning-Based Improved WCM Technique for Soil Moisture Retrieval with Satellite Images
- Sustainability of drinking water and sanitation delivery systems in rural communities of the Lepelle Nkumpi Local Municipality, South Africa
- Gas recovery from marine hydrate reservoir: Experimental investigation on gas flow patterns considering pressure effect
- Recent advances in integrated hydrologic models: Integration of new domains
- Water isotopes, climate variability, and the hydrological cycle: recent advances and new frontiers
- Challenges in studying water fluxes within the soil-plant-atmosphere continuum: A tracer-based perspective on pathways to progress
- Spatiotemporal characterization of heavy metal and antibiotics in the Pearl River Basin and pollutants removal assessment using invasive species-derived biochars
- A reservoir of foraging decision variables in the mouse brain
- Land use/land cover change impact on streamflow using Arc-SWAT model, in case of Fetam watershed, Abbay Basin, Ethiopia
- Effect of clay on methane hydrate formation and dissociation in sediment: Implications for energy recovery from clayey-sandy hydrate reservoirs
- Statistics
- Filtering Criteria
Climate Change and Terrestrial Water Storage
This week features 24 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.
A global transition to flash droughts under climate change
Authors: Xing Yuan, Yumiao Wang, Peng Ji, Peili Wu, Justin Sheffield, Jason A. Otkin
Journal: Science · DOI: 10.1126/science.abn6301 · Citations: 716
Matched topics: drought, land surface model, climate change, earth system model
Flash droughts have occurred frequently worldwide, with a rapid onset that challenges drought monitoring and forecasting capabilities. However, there is no consensus on whether flash droughts have become the new normal because slow droughts may also increase. In this study, we show that drought intensification rates have sped up over subseasonal time scales and that there has been a transition toward more flash droughts over 74% of the global regions identified by the Intergovernmental Panel …
Climate change and the global redistribution of biodiversity: substantial variation in empirical support for expected range shifts
Authors: Madeleine A. Rubenstein, S. Weiskopf, Romain Bertrand, Shawn Carter, Lise Comte, M. Eaton et al.
Journal: Environmental Evidence · DOI: 10.1186/s13750-023-00296-0 · Citations: 185
Matched topics: climate change
Background Among the most widely predicted climate change-related impacts to biodiversity are geographic range shifts, whereby species shift their spatial distribution to track their climate niches. A series of commonly articulated hypotheses have emerged in the scientific literature suggesting species are expected to shift their distributions to higher latitudes, greater elevations, and deeper depths in response to rising temperatures associated with climate change. Yet, many species are not…
Abaxial leaf surface-mounted multimodal wearable sensor for continuous plant physiology monitoring
Authors: Giwon Lee, Oindrila Hossain, Sina Jamalzadegan, Yuxuan Liu, Hongyu Wang, Amanda C. Saville et al.
Journal: Science Advances · DOI: 10.1126/sciadv.ade2232 · Citations: 165
Matched topics: surface water
Wearable plant sensors hold tremendous potential for smart agriculture. We report a lower leaf surface-attached multimodal wearable sensor for continuous monitoring of plant physiology by tracking both biochemical and biophysical signals of the plant and its microenvironment. Sensors for detecting volatile organic compounds (VOCs), temperature, and humidity are integrated into a single platform. The abaxial leaf attachment position is selected on the basis of the stomata density to improve th…
Urban water crises driven by elites’ unsustainable consumption
Authors: Elisa Savelli, Maurizio Mazzoleni, Giuliano Di Baldassarre, Hannah Cloke, Maria Rusca
Journal: Nature Sustainability · DOI: 10.1038/s41893-023-01100-0 · Citations: 142
Matched topics: hydrology
Abstract Over the past two decades, more than 80 metropolitan cities across the world have faced severe water shortages due to droughts and unsustainable water use. Future projections are even more alarming, since urban water crises are expected to escalate and most heavily affect those who are socially, economically and politically disadvantaged. Here we show how social inequalities across different groups or individuals play a major role in the production and manifestation of such crises. S…
Advancing research on compound weather and climate events via large ensemble model simulations
Authors: Emanuele Bevacqua, Laura Suárez‐Gutiérrez, Aglaé Jézéquel, Flavio Lehner, Mathieu Vrac, Pascal Yiou et al.
Journal: Nature Communications · DOI: 10.1038/s41467-023-37847-5 · Citations: 140
Matched topics: earth system model
Societally relevant weather impacts typically result from compound events, which are rare combinations of weather and climate drivers. Focussing on four event types arising from different combinations of climate variables across space and time, here we illustrate that robust analyses of compound events - such as frequency and uncertainty analysis under present-day and future conditions, event attribution to climate change, and exploration of low-probability-high-impact events - require data w…
Climate change unequally affects nitrogen use and losses in global croplands
Authors: Chenchen Ren, Xiuming Zhang, Stefan Reis, Sitong Wang, Jiaxin Jin, Jianming Xu et al.
Journal: Nature Food · DOI: 10.1038/s43016-023-00730-z · Citations: 89
Matched topics: climate change
Abstract not available.
Challenges resulting from urban density and climate change for the EU energy transition
Authors: A.T.D. Perera, Kavan Javanroodi, Dasaraden Mauree, Vahid M. Nik, Pietro Florio, Tianzhen Hong et al.
Journal: Nature Energy · DOI: 10.1038/s41560-023-01232-9 · Citations: 89
Matched topics: climate change
Abstract not available.
Integrated Microbiome and Metabolomic Analysis Reveal Responses of Rhizosphere Bacterial Communities and Root exudate Composition to Drought and Genotype in Rice (Oryza sativa L.)
Authors: Gege Li, Kexin Wang, Qun Qin, Qi Li, Fei Mo, Vinay Nangia et al.
Journal: Rice · DOI: 10.1186/s12284-023-00636-1 · Citations: 76
Matched topics: drought
BACKGROUND: As climate change events become more frequent, drought is an increasing threat to agricultural production and food security. Crop rhizosphere microbiome and root exudates are critical regulators for drought adaptation, yet our understanding on the rhizosphere bacterial communities and root exudate composition as affected by drought stress is far from complete. In this study, we performed 16S rRNA gene amplicon sequencing and widely targeted metabolomic analysis of rhizosphere soil…
Droughts are coming on faster
Authors: David W. Walker, Anne F. Van Loon
Journal: Science · DOI: 10.1126/science.adh3097 · Citations: 68
Matched topics: drought, land surface model
Higher global temperatures are increasing the frequency of flash droughts
Accuracy of agricultural drought indices and analysis of agricultural drought characteristics in China between 2000 and 2019
Authors: Ying Pan, Yonghua Zhu, Haishen Lü, Ali Levent Yağcı, Xiaolei Fu, Enwu Liu et al.
Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2023.108305 · Citations: 67
Matched topics: drought
Agricultural drought threatens global water security, food security, and natural ecosystems. Accurate identification of agricultural drought is a crucial task to mitigate its consequences. However, it is challenging to achieve reliable and accurate regional agricultural drought assessment in both wet and dry climates at the same time. Therefore, the objective of this study is to identify a reliable and accurate agricultural drought index that performs well in both dry and wet climates. Drough…
Evaluation of NEX-GDDP-CMIP6 in simulation performance and drought capture utility over China – based on DISO
Authors: Fan Wu, Donglai Jiao, Xiaoli Yang, Zhouyu Cui, Hanshuo Zhang, Yuhang Wang
Journal: Hydrology research · DOI: 10.2166/nh.2023.140 · Citations: 65
Matched topics: drought
Abstract Global climate models (GCMs) are the state-of-the-art tool for understanding climate change and predicting future. However, little research has been reported on the latest NEX-GDDP-CMIP6 product in China. The purpose of this study was to evaluate the simulated performance and drought capture utility of the NEX-GDDP-CMIP6 over China. First, the simulation skills of the 16 GCMs in NEX-GDDP-CMIP6 was evaluated by the ‘DISO’, a big data evaluation method. Second, the DISO framework for d…
Conductive Polymer Coated Layered Double Hydroxide as a Novel Sulfur Reservoir for Flexible Lithium‐Sulfur Batteries
Authors: Hanghang Dong, Shuo Qi, Lei Wang, Xianfei Chen, Yao Xiao, Yong Wang et al.
Journal: Small · DOI: 10.1002/smll.202300843 · Citations: 64
Matched topics: reservoir
Lithium-sulfur battery (LSB) is widely regarded as the most promising next-generation energy storage system owing to its high theoretical capacity and low cost. However, the practical application of LSBs is mainly hampered by the low electronic conductivity of the sulfur cathode and the notorious “shuttle effect”, which lead to high voltage polarization, severe over-charge behavior, and rapid capacity decay. To address these issues, a novel sulfur reservoir is synthesized by coating polypyrro…
High-temporal-resolution monitoring of reservoir water storage of the Lancang-Mekong River
Authors: Yiming Wang, Di Long, Xingdong Li
Journal: Remote Sensing of Environment · DOI: 10.1016/j.rse.2023.113575 · Citations: 48
Matched topics: river, streamflow, reservoir, surface water
Abstract not available.
Climate Change and Cultural Heritage: Methods and Approaches for Damage and Risk Assessment Addressed to a Practical Application
Authors: Alessandra Bonazza, Alessandro Sardella
Journal: Heritage · DOI: 10.3390/heritage6040190 · Citations: 62
Matched topics: climate change
In the last 20 years, research on the observed and projected impacts of climate change on cultural heritage has led to significant developments regarding damage quantification and risk assessment, which unfortunately are not yet exhaustively transferred to practical applications and to the sector of policy and decision making. One of the major reasons for this still lacking alignment remains with the inadequate handover of quantitative data, which is a prerequisite for the development of meas…
Risk assessment of flash flood and soil erosion impacts on electrical infrastructures in overcrowded mountainous urban areas under climate change
Authors: Abdullah Othman, Waleed A. El-Saoud, Turki M. Habeebullah, Fathy Shaaban, Abotalib Z. Abotalib
Journal: Reliability Engineering & System Safety · DOI: 10.1016/j.ress.2023.109302 · Citations: 52
Matched topics: hydrologic model, flood, climate change
Abstract not available.
Effect of biochar addition and reduced irrigation regimes on growth, physiology and water use efficiency of cotton plants under salt stress
Authors: Jingxiang Hou, Jiarui Zhang, Xuezhi Liu, Yingying Ma, Zhenhua Wei, Heng Wan et al.
Journal: Industrial Crops and Products · DOI: 10.1016/j.indcrop.2023.116702 · Citations: 61
Matched topics: irrigation
To alleviate the salinity and drought stresses faced in agricultural production, and to improve crop water use efficiency (WUE) in drought-prone regions, novel management strategies are needed. The combination of biochar amendment and reduced irrigation regimes could mitigate the negative effects of salinity and drought stresses and improve WUE of cotton plants. A split-root pot trial was performed in order to investigate the effects of two biochar amendments [wheat straw pellets biochar (WSP…
ANN-based estimation of pore pressure of hydrocarbon reservoirs—a case study
Authors: Pooria Kianoush, Ghodratollah Mohammadi, Seyed Aliakbar Hosseini, Nasser Keshavarz Faraj Khah, Peyman Afzal
Journal: Arabian Journal of Geosciences · DOI: 10.1007/s12517-023-11373-6 · Citations: 60
Matched topics: reservoir
Abstract not available.
Spatiotemporal dynamics of vegetation net ecosystem productivity and its response to drought in Northwest China
Authors: Shengpeng Cao, Yi He, Lifeng Zhang, Qiang Sun, Yali Zhang, Hongzhe Li et al.
Journal: GIScience & Remote Sensing · DOI: 10.1080/15481603.2023.2194597 · Citations: 56
Matched topics: drought
Net ecosystem productivity (NEP) quantifies magnitude of the terrestrial vegetation carbon sinks. Drought is one of the most important stressors affecting vegetation NEP. At present, the spatiotemporal dynamics of vegetation NEP in drought-prone of Northwest China (NWC) lack discussion under different climatic zones and land cover types, and the response of vegetation NEP to drought remains unclear. Hence, we estimated the vegetation NEP in NWC using ground and remote sensing data and quantif…
Recent Trends and Variability in the Oceanic Storage of Dissolved Inorganic Carbon
Authors: Lydia Keppler, Peter Landschützer, Siv K. Lauvset, Nicolas Gruber
Journal: Global Biogeochemical Cycles · DOI: 10.1029/2022gb007677 · Citations: 56
Matched topics: earth system model
Abstract Several methods have been developed to quantify the oceanic accumulation of anthropogenic carbon dioxide (CO 2 ) in response to rising atmospheric CO 2 . Yet, we still lack a corresponding estimate of the changes in the total oceanic dissolved inorganic carbon (DIC). In addition to the increase in anthropogenic CO 2 , changes in DIC also include alterations of natural CO 2 . Once integrated globally, changes in DIC reflect the net oceanic sink for atmospheric CO 2 , complementary to …
Correlation of climate change and human activities with agricultural drought and its impact on the net primary production of winter wheat
Authors: Jiujiang Wu, Yuhui Gu, Kexin Sun, Nan Wang, Hongzheng Shen, Yongqiang Wang et al.
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129504 · Citations: 51
Matched topics: drought, climate change
Abstract not available.
Climate change and pro-sustainable behaviors: application of nudge theory
Authors: Hossein Olya, Namhyun Kim, Myung Ja Kim
Journal: Journal of Sustainable Tourism · DOI: 10.1080/09669582.2023.2201409 · Citations: 54
Matched topics: climate change
This empirical study uses nudge theory to develop conceptual models to predict the pro-sustainable behaviors of visitors. Two sets of antecedents, including the destination level (i.e. destination social responsibility [DSR]) and the individual level (climate change perception), were used as configurations to stimulate the pro-sustainable behavioral intentions of visitors in terms of willingness to sacrifice, eco-behaviors, and localism. The proposed models were tested using partial least squ…
The isotopes of precipitation have climate change signal in arid Central Asia
Authors: Guofeng Zhu, Yuwei Liu, Lei Wang, Liyuan Sang, Kailiang Zhao, Zhuanxia Zhang et al.
Journal: Global and Planetary Change · DOI: 10.1016/j.gloplacha.2023.104103 · Citations: 54
Matched topics: climate change
Abstract not available.
Identification of climate change impact and thermal comfort zones in semi-arid regions of AP, India using LST and NDBI techniques
Authors: B. Pradeep Kumar, B.N. Anusha, K. Raghu Babu, P. Padma Sree
Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2023.137175 · Citations: 48
Matched topics: climate change
Andhra Pradesh, in southern India, frequently experiences warm summers and winters. However, the year-round greater relative humidity and the positioning of the summer hot spots are linked to actual weather heat exhaustion during the warmest months. Climate change is a significant—and frequently disregarded—factor in the relationship between climate and mortality. With the use of the Land Surface Temperature (LST) and Normalized Difference Built-up Index (NDBI), we sought to identify the clim…
The conflicts of agricultural water supply and demand under climate change in a typical arid land watershed of Central Asia
Authors: Jiabin Peng, Tie Liu, Junxu Chen, Zhengyang Li, Yunan Ling, Alain De Wulf et al.
Journal: Journal of Hydrology Regional Studies · DOI: 10.1016/j.ejrh.2023.101384 · Citations: 43
Matched topics: hydrologic model, climate change
Study Region. The Bosten Lake basin. Study Focus. The irrigated agriculture distributed in arid/semi-arid areas is of great significance for. food security and sustainable development. However, the shortage of water resources. limits agricultural development in these areas, and the water distribution pattern under. climate change is also uncertain. In this research, the Bosten Lake basin was selected. as the study area, and the monthly agricultural water supply (AWS) and demand. (AWD) in the …
Flood Risk Assessment and Extreme Precipitation
Flood risk assessment and extreme precipitation research are well represented this week with 5 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.
GIS-based flood risk assessment using multi-criteria decision analysis of Shebelle River Basin in southern Somalia
Authors: Shuayb Abdinour Osman, J. Das
Journal: SN Applied Sciences · DOI: 10.1007/s42452-023-05360-5 · Citations: 81
Matched topics: river, flood, land surface model
Floods are the most common and expensive natural calamity, affecting every country. Flooding in the Shebelle River Basin (SRB) in southern Somalia has posed a significant challenge to sustainable development. The main goal of this study was to analyze flood hazard, vulnerability and risk in the part of SRB using GIS-based Multi-Criteria Decision Analysis (MCDA). The flood hazard map was constructed using seven important causative factors: elevation, slope, drainage density, distance to river,…
Resilience patterns of human mobility in response to extreme urban floods
Authors: Junqing Tang, Pengjun Zhao, Zhaoya Gong, Hongbo Zhao, Fengjue Huang, Jiaying Li et al.
Journal: National Science Review · DOI: 10.1093/nsr/nwad097 · Citations: 78
Matched topics: flood
Large-scale disasters can disproportionately impact different population groups, causing prominent disparity and inequality, especially for the vulnerable and marginalized. Here, we investigate the resilience of human mobility under the disturbance of the unprecedented ‘720’ Zhengzhou flood in China in 2021 using records of 1.32 billion mobile phone signaling generated by 4.35 million people. We find that although pluvial floods can trigger mobility reductions, the overall structural dynamics…
GIS-based risk assessment of flood disaster in the Lijiang River Basin
Authors: Ziwei Li, Tang Xiangling, Li Liju, Chu Yanqi, Wang Xingming, Dishan Yang
Journal: Scientific Reports · DOI: 10.1038/s41598-023-32829-5 · Citations: 58
Matched topics: river, flood
, accounting for only 1.69%; (4) under the combined effect of the above factors, the northern part of Guilin City in the Lijiang River Basin has a high risk of flood disaster.
Urban resilience assessment: A multicriteria approach for identifying urban flood-exposed risky districts using multiple-criteria decision-making tools (MCDM)
Authors: Mahmoud Mabrouk, Han Haoying
Journal: International Journal of Disaster Risk Reduction · DOI: 10.1016/j.ijdrr.2023.103684 · Citations: 51
Matched topics: runoff, flood
Abstract not available.
A new flood chronology for KwaZulu-Natal (1836–2022): the April 2022 Durban floods in historical context
Authors: Stefan Grab, David J. Nash
Journal: South African Geographical Journal · DOI: 10.1080/03736245.2023.2193758 · Citations: 48
Matched topics: hydrology, flood
In April 2022, flooding and associated geohazards caused major loss of life and extensive damage in the greater Durban region and large areas of the KwaZulu-Natal (KZN) coastal zone. Heavy rainfall that triggered the flooding and mass movement events was reported in national and international media as having ‘smashed weather records’. However, no systematic and up-to-date flood record exists for KZN to allow the April 2022 floods to be viewed within their full historical context. This study p…
Machine Learning and AI for Hydrological Prediction
This week’s 8 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.
Dynamic machine vision with retinomorphic photomemristor-reservoir computing
Authors: Hongwei Tan, S. van Dijken
Journal: Nature Communications · DOI: 10.1038/s41467-023-37886-y · Citations: 113
Matched topics: reservoir
Dynamic machine vision requires recognizing the past and predicting the future of a moving object based on present vision. Current machine vision systems accomplish this by processing numerous image frames or using complex algorithms. Here, we report motion recognition and prediction in recurrent photomemristor networks. In our system, a retinomorphic photomemristor array, working as dynamic vision reservoir, embeds past motion frames as hidden states into the present frame through inherent d…
Forecasting vapor pressure deficit for agricultural water management using machine learning in semi-arid environments
Authors: Ahmed Elbeltagi, Aman Srivastava, Jinsong Deng, Zhibin Li, Ali Raza, Leena Khadke et al.
Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2023.108302 · Citations: 100
Matched topics: water management
Precise evapotranspiration (ET) estimation is critical for agricultural water management, particularly in water-stressed developing countries. Vapor Pressure Deficit is one of the ET parameters that has a significant impact on its calculation (VPD). This paper forecasts VPD using ensemble learning-based modeling in eight different regions (Dakahliyah, Gharbiyah, Kafr Elsheikh, Dumyat, Port Said, Ismailia, Sharqiyah, and Qalubiyah) in Egypt. In this study, six machine learning algorithms were …
High temporal resolution urban flood prediction using attention-based LSTM models
Authors: Lin Zhang, Huapeng Qin, Junqi Mao, Xiaoyan Cao, Guangtao Fu
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129499 · Citations: 73
Matched topics: runoff, flood
Abstract not available.
A novel multi-step ahead forecasting model for flood based on time residual LSTM
Authors: Yongsong Zou, Jin Wang, Lei Peng, Yi Li
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129521 · Citations: 61
Matched topics: hydrology, hydrologic model, flood
Abstract not available.
A Near-Real-Time Flood Detection Method Based on Deep Learning and SAR Images
Authors: Xuan Wu, Zhijie Zhang, Shengqing Xiong, Wanchang Zhang, Jiakui Tang, Zhenghao Li et al.
Journal: Remote Sensing · DOI: 10.3390/rs15082046 · Citations: 60
Matched topics: flood
Owning to the nature of flood events, near-real-time flood detection and mapping is essential for disaster prevention, relief, and mitigation. In recent years, the rapid advancement of deep learning has brought endless possibilities to the field of flood detection. However, deep learning relies heavily on training samples and the availability of high-quality flood datasets is rather limited. The present study collected 16 flood events in the Yangtze River Basin and divided them into three cat…
Benchmarking hydrological models for an uncertain future
Authors: Keith Beven
Journal: Hydrological Processes · DOI: 10.1002/hyp.14882 · Citations: 41
Matched topics: hydrology, hydrologic model, streamflow, land surface model
This commentary discusses a framework for the benchmarking of hydrological models for different purposes when the datasets for different catchments might involve epistemic uncertainties. The approach might be expected to result in an ensemble of models that might be used in prediction (including models of different types) but also provides for model rejection to be the start of a learning process to improve understanding. This article is protected by copyright. All rights reserved.
Neural networks for parameter estimation in intractable models
Authors: Amanda Lenzi, Julie Bessac, Johann Rudi, Michael L. Stein
Journal: Computational Statistics & Data Analysis · DOI: 10.1016/j.csda.2023.107762 · Citations: 51
Matched topics: streamflow
Abstract not available.
Machine learning algorithms for high-resolution prediction of spatiotemporal distribution of air pollution from meteorological and soil parameters
Authors: Tao Hai, Ali H. Jawad, A.H. Shather, Zainab Al-Khafaji, Tarik A. Rashid, Mumtaz Ali et al.
Journal: Environment International · DOI: 10.1016/j.envint.2023.107931 · Citations: 47
Matched topics: streamflow
forecasting maps.
Water Management, Irrigation, and Groundwater
Water management research this week spans 2 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.
Integration of hydrogeological data, GIS and AHP techniques applied to delineate groundwater potential zones in sandstone, limestone and shales rocks of the Damoh district, (MP) central India
Authors: Kanak N. Moharir, Chaitanya B. Pande, Vinay Kumar Gautam, Sudhir Kumar Singh, Nitin Liladhar Rane
Journal: Environmental Research · DOI: 10.1016/j.envres.2023.115832 · Citations: 157
Matched topics: runoff, water management
Abstract not available.
Biomass-enhanced Janus sponge-like hydrogel with salt resistance and high strength for efficient solar desalination
Authors: Aqiang Chu, Meng Yang, Juanli Chen, Jinmin Zhao, Jing Fang, Zhensheng Yang et al.
Journal: Green Energy & Environment · DOI: 10.1016/j.gee.2023.04.003 · Citations: 98
Matched topics: surface water
Interfacial solar-driven evaporation technology shows great potential in the field of industrial seawater desalination, and the development of efficient and low-cost evaporation materials is key to achieving large-scale applications. Hydrogels are considered to be promising candidates; however, conventional hydrogel-based interfacial solar evaporators have difficulty in simultaneously meeting multiple requirements, including a high evaporation rate, salt resistance, and good mechanical proper…
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.
Acceleration of U.S. Southeast and Gulf coast sea-level rise amplified by internal climate variability
Authors: Sönke Dangendorf, Noah Hendricks, Qiang Sun, John M. Klinck, Tal Ezer, Thomas Frederikse et al.
Journal: Nature Communications · DOI: 10.1038/s41467-023-37649-9 · Citations: 106
Matched topics: hydrology, earth system model
since 2010) that are unprecedented in at least 120 years. We show that this acceleration is primarily induced by an ocean dynamic signal exceeding the externally forced response from historical climate model simulations. However, when the simulated forced response is removed from observations, the residuals are neither historically unprecedented nor inconsistent with internal variability in simulations. A large fraction of the residuals is consistent with wind driven Rossby waves in the tropi…
Deep Learning-Based Improved WCM Technique for Soil Moisture Retrieval with Satellite Images
Authors: G. S. Nijaguna, D. Manjunath, Mohamed Abouhawwash, Sameh Askar, D. Khalandar Basha, Jewel Sengupta
Journal: Remote Sensing · DOI: 10.3390/rs15082005 · Citations: 105
Matched topics: hydrology, land surface model
The water cycle around the globe is significantly impacted by the moisture in the soil. However, finding a quick and practical model to cope with the enormous amount of data is a difficult issue for remote sensing practitioners. The traditional methods of measuring soil moisture are inefficient at large sizes, which can be replaced by remote sensing techniques for obtaining soil moisture. While determining the soil moisture, the low return frequency of satellites and the lack of images pose a…
Sustainability of drinking water and sanitation delivery systems in rural communities of the Lepelle Nkumpi Local Municipality, South Africa
Authors: Prosper Bazaanah, Raesibe Anna Mothapo
Journal: Environment Development and Sustainability · DOI: 10.1007/s10668-023-03190-4 · Citations: 77
Matched topics: hydrology, water management
Abstract not available.
Gas recovery from marine hydrate reservoir: Experimental investigation on gas flow patterns considering pressure effect
Authors: Haijun Wang, Weiguo Liu, Peng Wu, Xuelian Pan, Zeshao You, Jingsheng Lu et al.
Journal: Energy · DOI: 10.1016/j.energy.2023.127482 · Citations: 68
Matched topics: reservoir
Abstract not available.
Recent advances in integrated hydrologic models: Integration of new domains
Authors: Andrea E. Brookfield, Hoori Ajami, Rosemary Carroll, C. Tague, Pamela Sullivan, Laura E. Condon
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129515 · Citations: 46
Matched topics: hydrology, hydrologic model, streamflow, land surface model, earth system model
Abstract not available.
Water isotopes, climate variability, and the hydrological cycle: recent advances and new frontiers
Authors: Sylvia Dee, Adriana Bailey, Jessica L. Conroy, Alyssa R. Atwood, Samantha Stevenson, Jesse Nusbaumer et al.
Journal: Environmental Research Climate · DOI: 10.1088/2752-5295/accbe1 · Citations: 57
Matched topics: hydrologic model
Abstract The hydrologic cycle is a fundamental component of the climate system with critical societal and ecological relevance. Yet gaps persist in our understanding of water fluxes and their response to increased greenhouse gas forcing. The stable isotope ratios of oxygen and hydrogen in water provide a unique opportunity to evaluate hydrological processes and investigate their role in the variability of the climate system and its sensitivity to change. Water isotopes also form the basis of …
Challenges in studying water fluxes within the soil-plant-atmosphere continuum: A tracer-based perspective on pathways to progress
Authors: Natalie Orlowski, Michael Rinderer, Maren Dubbert, Natalie Ceperley, Markus Hrachowitz, Arthur Geßler et al.
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2023.163510 · Citations: 37
Matched topics: hydrology, hydrologic model, streamflow, earth system model
Abstract not available.
Spatiotemporal characterization of heavy metal and antibiotics in the Pearl River Basin and pollutants removal assessment using invasive species-derived biochars
Authors: Jiaxin Wang, Xuening Lu, Qinglin Jing, Bowen Zhang, Jiehong Ye, Huicheng Zhang et al.
Journal: Journal of Hazardous Materials · DOI: 10.1016/j.jhazmat.2023.131409 · Citations: 50
Matched topics: river
Abstract not available.
A reservoir of foraging decision variables in the mouse brain
Authors: Fanny Cazettes, Luca Mazzucato, Masayoshi Murakami, João P. Morais, Elisabete Augusto, Alfonso Renart et al.
Journal: Nature Neuroscience · DOI: 10.1038/s41593-023-01305-8 · Citations: 48
Matched topics: reservoir
Abstract not available.
Land use/land cover change impact on streamflow using Arc-SWAT model, in case of Fetam watershed, Abbay Basin, Ethiopia
Authors: Yitbarek Andualem Mekonnen, Temesgen Mekuriaw Manderso
Journal: Applied Water Science · DOI: 10.1007/s13201-023-01914-5 · Citations: 30
Matched topics: hydrology, hydrologic model, streamflow, water management
Abstract Changes in Land Use Land Cover (LULC) are currently one of the greatest pressing issues facing the watershed, its hydrological properties of soil, and water management in catchment areas. One of the most important elements impacting streamflow in watersheds is LULC change. The main objective of this study was to evaluate the effect and future predication of LULC change on streamflow of the Fetam watershed by using Cellular Automata (CA)-Markov in IDRISI software. To analyze the impac…
Effect of clay on methane hydrate formation and dissociation in sediment: Implications for energy recovery from clayey-sandy hydrate reservoirs
Authors: Zheng Liu, Junjie Zheng, Zhiyuan Wang, Yonghai Gao, Baojiang Sun, Youqiang Liao et al.
Journal: Applied Energy · DOI: 10.1016/j.apenergy.2023.121064 · Citations: 47
Matched topics: reservoir
Abstract not available.
Statistics
| Metric | Count |
|---|---|
| Databases searched | 2 |
| Topics searched | 16 |
| Total papers fetched | 810 |
| After deduplication | 546 |
| After LLM relevance filtering | 50 |
| Rejected (not relevant) | 496 |
Papers by journal
| Journal | Papers |
|---|---|
| Journal of Hydrology | 4 |
| Nature Communications | 3 |
| Science | 2 |
| Remote Sensing | 2 |
| Agricultural Water Management | 2 |
| Environmental Evidence | 1 |
| Science Advances | 1 |
| Environmental Research | 1 |
| Nature Sustainability | 1 |
| Green Energy & Environment | 1 |
| SN Applied Sciences | 1 |
| Nature Food | 1 |
| Nature Energy | 1 |
| Environment Development and Sustainability | 1 |
| National Science Review | 1 |
| Rice | 1 |
| Energy | 1 |
| Hydrology research | 1 |
| Small | 1 |
| Scientific Reports | 1 |
| Remote Sensing of Environment | 1 |
| Heritage | 1 |
| Reliability Engineering & System Safety | 1 |
| Industrial Crops and Products | 1 |
| Arabian Journal of Geosciences | 1 |
| Environmental Research Climate | 1 |
| GIScience & Remote Sensing | 1 |
| Global Biogeochemical Cycles | 1 |
| International Journal of Disaster Risk Reduction | 1 |
| Hydrological Processes | 1 |
| Journal of Sustainable Tourism | 1 |
| Global and Planetary Change | 1 |
| South African Geographical Journal | 1 |
| The Science of The Total Environment | 1 |
| Computational Statistics & Data Analysis | 1 |
| Journal of Hazardous Materials | 1 |
| Nature Neuroscience | 1 |
| Journal of Cleaner Production | 1 |
| Journal of Hydrology Regional Studies | 1 |
| Applied Water Science | 1 |
| Environment International | 1 |
| Applied Energy | 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