Weekly Literature Review

Week 18 · May 1–May 7, 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 Climate change impacts on plant pathogens, food security and paths forward, with 843 citations. Key research areas include climate change and terrestrial water storage, flood risk assessment and extreme precipitation, machine learning and ai for hydrological prediction.

Table of Contents

  1. Executive Summary
  2. Climate Change and Terrestrial Water Storage
    1. Climate change impacts on plant pathogens, food security and paths forward
    2. Humidity’s Role in Heat-Related Health Outcomes: A Heated Debate
    3. Global green hydrogen-based steel opportunities surrounding high quality renewable energy and iron ore deposits
    4. Distribution patterns and community assembly processes of eukaryotic microorganisms along an altitudinal gradient in the middle reaches of the Yarlung Zangbo River
    5. Plant photosynthetic responses under drought stress: Effects and management
    6. Climate change and financial systemic risk: Evidence from US banks and insurers
    7. Adaptive Water Resources Management Under Climate Change: An Introduction
    8. Relationship between soil CO2 fluxes and soil moisture: Anaerobic sources explain fluxes at high water content
    9. Horizon Work: At the Edges of Knowledge in an Age of Runaway Climate Change
    10. The response of aquatic ecosystems to the interactive effects of stratospheric ozone depletion, UV radiation, and climate change
    11. African biomass burning affects aerosol cycling over the Amazon
    12. Projecting Global Drought Risk Under Various SSP‐RCP Scenarios
    13. Opinion: The scientific and community-building roles of the Geoengineering Model Intercomparison Project (GeoMIP) – past, present, and future
    14. Spatio-temporal dynamic evaluation of agricultural drought based on a three-dimensional identification method in Northwest China
    15. Sulfide promotes tolerance to drought through protein persulfidation in Arabidopsis
    16. Morpho-physiological and biochemical responses in wheat foliar sprayed with zinc-chitosan-salicylic acid nanoparticles during drought stress
    17. Effects of transport infrastructures and climate change on ecosystem services in the integrated transport corridor region of the Qinghai-Tibet Plateau
    18. Stochastic Bifurcation of the North Atlantic Circulation under a Midrange Future Climate Scenario with the NASA-GISS ModelE
    19. No farmer no food, assessing farmers climate change mitigation, and adaptation behaviors in farm production
    20. Enhancing streamflow estimation by integrating a data-driven evapotranspiration submodel into process-based hydrological models
  3. Flood Risk Assessment and Extreme Precipitation
    1. Extreme rainfall reduces one-twelfth of China’s rice yield over the last two decades
    2. Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling
    3. A System Dynamics Model of Urban Rainstorm and Flood Resilience to Achieve the Sustainable Development Goals
    4. Deep learning enables super-resolution hydrodynamic flooding process modeling under spatiotemporally varying rainstorms
    5. Emergency response process for sudden rainstorm and flooding: scenario deduction and Bayesian network analysis using evidence theory and knowledge meta-theory
    6. Risk assessment and zoning of flood disaster in Wuchengxiyu Region, China
    7. Dealing with urban floods within a resilience framework regarding disaster stages
    8. LISFLOOD-FP 8.1: new GPU-accelerated solvers for faster fluvial/pluvial flood simulations
  4. Machine Learning and AI for Hydrological Prediction
    1. A Modified YOLOv8 Detection Network for UAV Aerial Image Recognition
    2. Comparative evaluation of LSTM, CNN, and ConvLSTM for hourly short-term streamflow forecasting using deep learning approaches
    3. Impacts and predictions of urban expansion on habitat quality in the densely populated areas: A case study of the Yellow River Basin, China
    4. Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield
    5. Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction
    6. A deep-learning-technique-based data-driven model for accurate and rapid flood predictions in temporal and spatial dimensions
    7. A stacked machine learning model for multi-step ahead prediction of lake surface water temperature.
    8. flood forecasting based on machine learning pattern recognition and dynamic migration of parameters
    9. Short-term motion prediction of floating offshore wind turbine based on muti-input LSTM neural network
    10. Runoff predictions in new-gauged basins using two transformer-based models
    11. Daily Scale River Flow Forecasting Using Hybrid Gradient Boosting Model with Genetic Algorithm Optimization
  5. Water Management, Irrigation, and Groundwater
    1. Smart and innovative nanotechnology applications for water purification
    2. The potential for a plastic recycling facility to release microplastic pollution and possible filtration remediation effectiveness
    3. National‐Scale Detection of Reservoir Impacts Through Hydrological Signatures
    4. Nature-inspired hybrid wettability surface to enhance water management on bipolar plates of PEMFC
  6. Hydrological Processes, Snow Dynamics, and Remote Sensing
    1. Wetlands as nature-based solutions for water management in different environments
    2. Fields of Application of SWAT Hydrological Model—A Review
    3. Chemo-hydro-mechanical effects of CO2 injection on reservoir and seal rocks: A review on laboratory experiments
    4. Which Potential Evapotranspiration Formula to Use in Hydrological Modeling World‐Wide?
    5. Understanding ecosystem service flows through the metacoupling framework
    6. Glacier retreat reorganizes river habitats leaving refugia for Alpine invertebrate biodiversity poorly protected
    7. Occurrence of persistent and mobile chemicals and other contaminants of emerging concern in Spanish and Portuguese wastewater treatment plants, transnational river basins and coastal water
  7. Statistics
    1. Papers by journal
  8. Filtering Criteria

Climate Change and Terrestrial Water Storage

This week features 20 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.

Climate change impacts on plant pathogens, food security and paths forward

Authors: B. Singh, M. Delgado‐Baquerizo, E. Egidi, Emilio Guirado, J. Leach, Hongwei Liu et al.

Journal: Nature Reviews Microbiology · DOI: 10.1038/s41579-023-00900-7 · Citations: 843

Matched topics: climate change

In this Review, Singh et al. explore the impact of future climate scenarios on plant pathogen burden and biogeography, their interaction with the plant microbiome and the consequences on plant disease and productivity in different ecosystems. They propose different approaches to ensure long-term global food security. Plant disease outbreaks pose significant risks to global food security and environmental sustainability worldwide, and result in the loss of primary productivity and biodiversity…

Authors: Jane W. Baldwin, Tarik Benmarhnia, Kristie L. Ebi, Ollie Jay, Nicholas J. Lutsko, Jennifer Vanos

Journal: Environmental Health Perspectives · DOI: 10.1289/ehp11807 · Citations: 214

Matched topics: land surface model

BACKGROUND: As atmospheric greenhouse gas concentrations continue to rise, temperature and humidity will increase further, causing potentially dire increases in human heat stress. On physiological and biophysical grounds, exposure to higher levels of humidity should worsen heat stress by decreasing sweat evaporation. However, population-scale epidemiological studies of heat exposure and response often do not detect associations between high levels of humidity and heat-related mortality or mor…

Global green hydrogen-based steel opportunities surrounding high quality renewable energy and iron ore deposits

Authors: Alexandra Devlin, Jannik Kossen, Haulwen Goldie-Jones, Aidong Yang

Journal: Nature Communications · DOI: 10.1038/s41467-023-38123-2 · Citations: 198

Matched topics: hydropower

emissions and requires deep reform to disconnect from fossil fuels. Here, we investigate the market competitiveness of one of the widely considered decarbonisation routes for primary steel production: green hydrogen-based direct reduction of iron ore followed by electric arc furnace steelmaking. Through analysing over 300 locations by combined use of optimisation and machine learning, we show that competitive renewables-based steel production is located nearby the tropic of Capricorn and Canc…

Distribution patterns and community assembly processes of eukaryotic microorganisms along an altitudinal gradient in the middle reaches of the Yarlung Zangbo River

Authors: Qing Yang, Peng Zhang, Xiaodong Li, Shengxian Yang, Xin Chao, Huiqiu Liu et al.

Journal: Water Research · DOI: 10.1016/j.watres.2023.120047 · Citations: 129

Matched topics: hydrologic model, river

Eukaryotic microorganisms play an important role in the biogeochemical cycles of rivers. Dynamic hydrological processes in rivers are thought to influence the assembly processes of eukaryotic microbes, as well as affecting local geomorphology. These processes have not been extensively studied for eukaryotic river microbes in extreme environments on the Tibetan Plateau. This study used 18S rDNA gene amplification sequencing, a neutral community model, and a null model to analyze the spatial an…

Plant photosynthetic responses under drought stress: Effects and management

Authors: Noreen Zahra, Muhammad Bilal Hafeez, Abida Kausar, Maryam Ismail Al-Zeidi, Sovetgul Asekova, Kadambot H. M. Siddique et al.

Journal: Journal of Agronomy and Crop Science · DOI: 10.1111/jac.12652 · Citations: 118

Matched topics: drought

Abstract Balanced photosynthesis is essential for improved plant survival and agricultural benefits in terms of biomass and yield. Photosynthesis is the hub of energy metabolism in plants; however, drought stress (DS) strongly perturbs photosynthetic efficiency due to biochemical and diffusive limitations that reduce key photosynthetic components and close stomata. This review describes photosynthetic responses, chloroplast retrograde signalling, and genetic imprints that curtail DS damage to…

Climate change and financial systemic risk: Evidence from US banks and insurers

Authors: Domenico Curcio, Igor Gianfrancesco, Davide Vioto

Journal: Journal of Financial Stability · DOI: 10.1016/j.jfs.2023.101132 · Citations: 94

Matched topics: climate change

We study the relationship between climate change and financial systemic risk. First, we test whether, to what extent and how quickly the systemic risk of US banking and insurance sectors reacts to billion-dollar weather and climate disasters. We prove that some extreme events can exacerbate financial systemic risk and provide insights about the different timing at which the reaction of the systemic risk measures takes place. Second, we investigate through quantile regressions how the performa…

Adaptive Water Resources Management Under Climate Change: An Introduction

Authors: George Tsakiris, Daniel P. Loucks

Journal: Water Resources Management · DOI: 10.1007/s11269-023-03518-9 · Citations: 60

Matched topics: hydrology, hydrologic model, streamflow, water management, climate change, earth system model

Abstract not available.

Relationship between soil CO2 fluxes and soil moisture: Anaerobic sources explain fluxes at high water content

Authors: Linden Fairbairn, Fereidoun Rezanezhad, Mehdi Gharasoo, Chris T. Parsons, Merrin L. Macrae, Stephanie Slowinski et al.

Journal: Geoderma · DOI: 10.1016/j.geoderma.2023.116493 · Citations: 75

Matched topics: hydrology

Soil moisture is a known environmental factor influencing carbon dioxide (CO2) emissions and therefore represents an important variable in predictive models. Establishing relationships between soil CO2 emissions and soil moisture has long focused on the role of soil organic carbon mineralization by aerobic respiration. This approach, which generally yields a bell-shaped relationship establishing maximum CO2 production at moderate soil moisture, ignores anaerobic processes as a potential sourc…

Horizon Work: At the Edges of Knowledge in an Age of Runaway Climate Change

Authors: Sarah Vaughn

Journal: Contemporary Sociology A Journal of Reviews · DOI: 10.1177/00943061231172096aa · Citations: 70

Matched topics: climate change

Abstract not available.

The response of aquatic ecosystems to the interactive effects of stratospheric ozone depletion, UV radiation, and climate change

Authors: Patrick J. Neale, Craig E. Williamson, Anastazia T. Banaszak, Donat‐Peter Häder, Samuel Hylander, Rachele Ossola et al.

Journal: Photochemical & Photobiological Sciences · DOI: 10.1007/s43630-023-00370-z · Citations: 69

Matched topics: climate change

Variations in stratospheric ozone and changes in the aquatic environment by climate change and human activity are modifying the exposure of aquatic ecosystems to UV radiation. These shifts in exposure have consequences for the distributions of species, biogeochemical cycles, and services provided by aquatic ecosystems. This Quadrennial Assessment presents the latest knowledge on the multi-faceted interactions between the effects of UV irradiation and climate change, and other anthropogenic ac…

African biomass burning affects aerosol cycling over the Amazon

Authors: Bruna A. Holanda, Marco A. Franco, David Walter, Paulo Artaxo, Samara Carbone, Yafang Cheng et al.

Journal: Communications Earth & Environment · DOI: 10.1038/s43247-023-00795-5 · Citations: 55

Matched topics: earth system model

Abstract Smoke from vegetation fires affects air quality, atmospheric cycling, and the climate in the Amazon rain forest. A major unknown has remained the quantity of long-range transported smoke from Africa in relation to local and regional fire emissions. Here we quantify the abundance, seasonality, and properties of African smoke in central Amazonia. We show that it accounts for ~ 60% of the black carbon concentrations during the wet season and ~ 30% during the dry season. The African smok…

Projecting Global Drought Risk Under Various SSP‐RCP Scenarios

Authors: Zhiling Zhou, Liping Zhang, Jie Chen, Dunxian She, Gangsheng Wang, Qin Zhang et al.

Journal: Earth s Future · DOI: 10.1029/2022ef003420 · Citations: 50

Matched topics: hydrology, drought

Abstract Drought risk assessment can identify high‐risk areas and bridge the gap between impacts and adaptation. It is thus vital to investigate changes in drought risk and exposed social economy under climate change. Here, the future global meteorological drought risk is projected for the 2021–2100 period under four combined scenarios of Representative Concentration Pathways and Shared Socioeconomic Pathways (SSPs), i.e., SSP1‐2.6, SSP2‐4.5, SSP3‐7.0, and SSP5‐8.5. And then the exposed popul…

Opinion: The scientific and community-building roles of the Geoengineering Model Intercomparison Project (GeoMIP) – past, present, and future

Authors: Daniele Visioni, Ben Kravitz, Alan Robock, Simone Tilmes, Jim Haywood, Oliviér Boucher et al.

Journal: Atmospheric chemistry and physics · DOI: 10.5194/acp-23-5149-2023 · Citations: 53

Matched topics: earth system model

Abstract. The Geoengineering Model Intercomparison Project (GeoMIP) is a coordinating framework, started in 2010, that includes a series of standardized climate model experiments aimed at understanding the physical processes and projected impacts of solar geoengineering. Numerous experiments have been conducted, and numerous more have been proposed as “test-bed” experiments, spanning a variety of geoengineering techniques aimed at modifying the planetary radiation budget: stratospheric aeroso…

Spatio-temporal dynamic evaluation of agricultural drought based on a three-dimensional identification method in Northwest China

Authors: Kai Feng, Ziqi Yan, Yanbin Li, Fei Wang, Zezhong Zhang, Xiaoling Su et al.

Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2023.108325 · Citations: 52

Matched topics: drought

Drought evolution is a complex dynamic process, showing continuous characteristics in space-time. Currently, the researches on drought dynamics from multiple dimensions are limited and should be improved further. Therefore, a three-dimensional identification method was adopted to investigate the spatiotemporal patterns of classified drought events (namely two-month drought events, within-year drought events, and cross-year drought events) in northwest China during1961–2018. Furthermore, more …

Sulfide promotes tolerance to drought through protein persulfidation in Arabidopsis

Authors: Ana Jurado-Flores, Ángeles Aroca, Luís C. Romero, Cecilia Gotor

Journal: Journal of Experimental Botany · DOI: 10.1093/jxb/erad165 · Citations: 49

Matched topics: drought

Hydrogen sulfide (H2S) is a signaling molecule that regulates essential plant processes. In this study, the role of H2S during drought was analysed, focusing on the underlying mechanism. Pretreatments with H2S before imposing drought on plants substantially improved the characteristic stressed phenotypes under drought and decreased the levels of typical biochemical stress markers such as anthocyanin, proline, and hydrogen peroxide. H2S also regulated drought-responsive genes and amino acid me…

Morpho-physiological and biochemical responses in wheat foliar sprayed with zinc-chitosan-salicylic acid nanoparticles during drought stress

Authors: Debjyoti Das, Komal Bisht, Ankita Chauhan, Sneh Gautam, Jai Prakash Jaiswal, Prafull Salvi et al.

Journal: Plant Nano Biology · DOI: 10.1016/j.plana.2023.100034 · Citations: 49

Matched topics: drought

Drought is considered as a significant stress that hampers growth, development as well as productivity of wheat crop around the globe. The present investigation was performed to determine the changes induced by drought on morpho-physiology, antioxidative system, metabolism and yield parameters in wheat crop. The study also focussed on evaluating the effect of zinc-chitosan-salicylic acid (ZCS) nanoparticles in alleviating physiological and biochemical alterations and overcoming yield losses c…

Effects of transport infrastructures and climate change on ecosystem services in the integrated transport corridor region of the Qinghai-Tibet Plateau

Authors: Siqi Yang, Lixiao Zhang, Gaoru Zhu

Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2023.163961 · Citations: 49

Matched topics: climate change

The ecosystem services of the Qinghai-Tibet Plateau have been hot topics in recent decades due to their unique value, and the region’s sensitivity to climate change and human activities is considered to be of major importance. However, few studies have focused on the variations of ecosystem services in response to traffic activities and climate change. This study applied different ecosystem service models, along with the buffer analysis, local correlation and regression analysis to quantitati…

Stochastic Bifurcation of the North Atlantic Circulation under a Midrange Future Climate Scenario with the NASA-GISS ModelE

Authors: Anastasia Romanou, David Rind, J. Jonas, R. L. Miller, Maxwell Kelley, Gary L. Russell et al.

Journal: Journal of Climate · DOI: 10.1175/jcli-d-22-0536.1 · Citations: 48

Matched topics: earth system model

Abstract A 10-member ensemble simulation with the NASA GISS-E2-1-G climate model shows a clear bifurcation in the Atlantic meridional overturning circulation (AMOC) strength under the SSP2–4.5 extended scenario. At 26°N, the bifurcation leads to 8 strong AMOC and 2 much weaker AMOC states, while at 48°N, it leads to 8 stable AMOC-on and 2 nearly AMOC-off states, the latter lasting approximately 800 years. A variety of fully coupled models have demonstrated tipping points in AMOC through hosin…

No farmer no food, assessing farmers climate change mitigation, and adaptation behaviors in farm production

Authors: Ghulam Raza Sargani, Yuansheng Jiang, Mumtaz Ali Joyo, Yan Liu, Yun Shen, Abbas Ali Chandio

Journal: Journal of Rural Studies · DOI: 10.1016/j.jrurstud.2023.103035 · Citations: 47

Matched topics: climate change

Abstract not available.

Enhancing streamflow estimation by integrating a data-driven evapotranspiration submodel into process-based hydrological models

Authors: Lian Xie, Xiaolong Hu, Jiang Bian, Liangsheng Shi, Lin Lin, Yuanlai Cui

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129603 · Citations: 37

Matched topics: hydrologic model, runoff, streamflow

Abstract not available.

Flood Risk Assessment and Extreme Precipitation

Flood risk assessment and extreme precipitation research are well represented this week with 8 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.

Extreme rainfall reduces one-twelfth of China’s rice yield over the last two decades

Authors: Jin Fu, Yiwei Jian, Xuhui Wang, Laurent Li, Philippe Ciais, Jakob Zscheischler et al.

Journal: Nature Food · DOI: 10.1038/s43016-023-00753-6 · Citations: 190

Matched topics: hydrology, land surface model

Abstract not available.

Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling

Authors: Mohamed Saber, Tayeb Boulmaiz, Mawloud Guermoui, Karim I. Abdrabo, Sameh A. Kantoush, Tetsuya Sumi et al.

Journal: Geomatics Natural Hazards and Risk · DOI: 10.1080/19475705.2023.2203798 · Citations: 78

Matched topics: hydrologic model, runoff, flood

AbstractThis study aims to examine three machine learning (ML) techniques, namely random forest (RF), LightGBM, and CatBoost for flooding susceptibility maps (FSMs) in the Vietnamese Vu Gia-Thu Bon (VGTB). The results of ML are compared with those of the rainfall-runoff model, and different training dataset sizes are utilized in the performance assessment. Ten independent factors are assessed. An inventory map with approximately 850 flooding sites is based on several post-flood surveys. The i…

A System Dynamics Model of Urban Rainstorm and Flood Resilience to Achieve the Sustainable Development Goals

Authors: Wen Li, Rengui Jiang, Hao Wu, Jiancang Xie, Yong Zhao, Yingxue Song et al.

Journal: Sustainable Cities and Society · DOI: 10.1016/j.scs.2023.104631 · Citations: 83

Matched topics: flood

Abstract not available.

Deep learning enables super-resolution hydrodynamic flooding process modeling under spatiotemporally varying rainstorms

Authors: Jian He, Limin Zhang, Te Xiao, Haojie Wang, Hongyu Luo

Journal: Water Research · DOI: 10.1016/j.watres.2023.120057 · Citations: 82

Matched topics: flood

Abstract not available.

Emergency response process for sudden rainstorm and flooding: scenario deduction and Bayesian network analysis using evidence theory and knowledge meta-theory

Authors: Xiaoliang Xie, Linglu Huang, Stephen M. Marson, Wei Guo

Journal: Natural Hazards · DOI: 10.1007/s11069-023-05988-x · Citations: 72

Matched topics: flood

Abstract not available.

Risk assessment and zoning of flood disaster in Wuchengxiyu Region, China

Authors: Cheng Gao, Boyao Zhang, Shuaibing Shao, Manqiu Hao, Yuquan W. Zhang, Yong Xu et al.

Journal: Urban Climate · DOI: 10.1016/j.uclim.2023.101562 · Citations: 59

Matched topics: flood

Abstract not available.

Dealing with urban floods within a resilience framework regarding disaster stages

Authors: Shuying Yu, Mei Hua Yuan, Qi Wang, Jonathan Corcoran, Zihan Xu, Jian Peng

Journal: Habitat International · DOI: 10.1016/j.habitatint.2023.102783 · Citations: 55

Matched topics: flood

Abstract not available.

LISFLOOD-FP 8.1: new GPU-accelerated solvers for faster fluvial/pluvial flood simulations

Authors: Mohammad Kazem Sharifian, Georges Kesserwani, Alovya Ahmed Chowdhury, Jeffrey Neal, Paul Bates

Journal: Geoscientific model development · DOI: 10.5194/gmd-16-2391-2023 · Citations: 47

Matched topics: flood

Abstract. The local inertial two-dimensional (2D) flow model on LISFLOOD-FP, the so-called ACCeleration (ACC) uniform grid solver, has been widely used to support fast, computationally efficient fluvial/pluvial flood simulations. This paper describes new releases, on LISFLOOD-FP 8.1, for parallelised flood simulations on the graphical processing units (GPUs) to boost efficiency of the existing parallelised ACC solver on the central processing units (CPUs) and enhance it further by enabling a …

Machine Learning and AI for Hydrological Prediction

This week’s 11 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.

A Modified YOLOv8 Detection Network for UAV Aerial Image Recognition

Authors: Yiting Li, Qingsong Fan, Haisong Huang, Zhenggong Han, Qiang Gu

Journal: Drones · DOI: 10.3390/drones7050304 · Citations: 389

Matched topics: land surface model

UAV multitarget detection plays a pivotal role in civil and military fields. Although deep learning methods provide a more effective solution to this task, changes in target size, shape change, occlusion, and lighting conditions from the perspective of drones still bring great challenges to research in this field. Based on the above problems, this paper proposes an aerial image detection model with excellent performance and strong robustness. First, in view of the common problem that small ta…

Comparative evaluation of LSTM, CNN, and ConvLSTM for hourly short-term streamflow forecasting using deep learning approaches

Authors: Hamza Mohammad Zakir Hiyat Moazam, Adnan Dehghani, Fatemehsadat Mortazavizadeh, Vahid Ranjbar, Majid Mirzaei, L. Hin et al.

Journal: Ecological Informatics · DOI: 10.1016/j.ecoinf.2023.102119 · Citations: 140

Matched topics: streamflow

Abstract not available.

Impacts and predictions of urban expansion on habitat quality in the densely populated areas: A case study of the Yellow River Basin, China

Authors: Jianjun Tang, Liang Zhou, Xuewei Dang, Fengning Hu, Bo Yuan, Zifeng Yuan et al.

Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2023.110320 · Citations: 107

Matched topics: river

The conflict between the human-environment is more prominent in densely populated areas (DPA) where urban expansion is increasingly disturbing the ecological environment, resulting in significant damage to habitat quality (HQ). However, a few studies have examined the impacts of urban expansion on HQ in the DPA under different scenarios, especailly in the Yellow River Basin. Therefore, we quantitatively analyzed the impacts of urban expansion on HQ from 1990 to 2018 by coupling the FLUS-InVES…

Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield

Authors: Tongxi Hu, Xuesong Zhang, Gil Bohrer, Yanlan Liu, Yuyu Zhou, Jay F. Martin et al.

Journal: Agricultural and Forest Meteorology · DOI: 10.1016/j.agrformet.2023.109458 · Citations: 107

Matched topics: climate change

Abstract not available.

Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction

Authors: Rafik Ghali, Moulay A. Akhloufi

Journal: Fire · DOI: 10.3390/fire6050192 · Citations: 102

Matched topics: land surface model

Wildland fires are one of the most dangerous natural risks, causing significant economic damage and loss of lives worldwide. Every year, millions of hectares are lost, and experts warn that the frequency and severity of wildfires will increase in the coming years due to climate change. To mitigate these hazards, numerous deep learning models were developed to detect and map wildland fires, estimate their severity, and predict their spread. In this paper, we provide a comprehensive review of r…

A deep-learning-technique-based data-driven model for accurate and rapid flood predictions in temporal and spatial dimensions

Authors: Qianqian Zhou, Shuai Teng, Zuxiang Situ, Xiaoting Liao, Junman Feng, Gongfa Chen et al.

Journal: Hydrology and earth system sciences · DOI: 10.5194/hess-27-1791-2023 · Citations: 71

Matched topics: streamflow, water management, flood

Abstract. An accurate and rapid urban flood prediction model is essential to support decision-making for flood management. This study developed a deep-learning-technique-based data-driven model for flood predictions in both temporal and spatial dimensions, based on an integration of long short-term memory (LSTM) network, Bayesian optimization, and transfer learning techniques. A case study in northern China was applied to test the model performance, and the results clearly showed that the mod…

A stacked machine learning model for multi-step ahead prediction of lake surface water temperature.

Authors: F. Di Nunno, Senlin Zhu, M. Ptak, M. Sojka, F. Granata

Journal: Science of the Total Environment · DOI: 10.1016/j.scitotenv.2023.164323 · Citations: 71

Matched topics: surface water

Lake surface water temperature is one of the most important physical and ecological indices of lakes, which has frequently been used as the indicator to evaluate the impact of climate change on lakes. Knowing the dynamics of lake surface water temperature is thus of great significance. The past decades have witnessed the development of different modeling tools to forecast lake surface water temperature, yet, simple models with fewer input variables, while maintaining high forecasting accuracy…

flood forecasting based on machine learning pattern recognition and dynamic migration of parameters

Authors: Yehai Tang, Yue Sun, Zhenyue Han, Shan‐e‐hyder Soomro, Qiang Wu, Boyu Tan et al.

Journal: Journal of Hydrology Regional Studies · DOI: 10.1016/j.ejrh.2023.101406 · Citations: 63

Matched topics: runoff, flood

Typical basin in semi-arid and semi humid areas in the middle reaches of the Yellow River Floods are among the most devastating natural disasters. Timely and accurate forecasting of runoff is crucial to safeguard human lives, minimize property damage, enhance the efficiency of reservoir power generation, and ensure the safety of water supply. In this study, the rainfall and flow data of 98 floods occurring between 1971 and 2014 in the Jingle sub-basin, a tributary of the Yellow River basin, C…

Short-term motion prediction of floating offshore wind turbine based on muti-input LSTM neural network

Authors: Wei Shi, Lehan Hu, Zaibin Lin, Lixian Zhang, Jun Wu, Wei Chai

Journal: Ocean Engineering · DOI: 10.1016/j.oceaneng.2023.114558 · Citations: 64

Matched topics: hydropower

Abstract not available.

Runoff predictions in new-gauged basins using two transformer-based models

Authors: Hanlin Yin, W. Zhu, Xiuwei Zhang, Yinghui Xing, Runliang Xia, Jifeng Liu et al.

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129684 · Citations: 61

Matched topics: runoff

Abstract not available.

Daily Scale River Flow Forecasting Using Hybrid Gradient Boosting Model with Genetic Algorithm Optimization

Authors: Hüseyin Çağan Kılınç, Iman Ahmadianfar, Vahdettin Demir, Salim Heddam, Ahmed M. Al‐Areeq, Sani I. Abba et al.

Journal: Water Resources Management · DOI: 10.1007/s11269-023-03522-z · Citations: 51

Matched topics: river

Abstract not available.

Water Management, Irrigation, and Groundwater

Water management research this week spans 4 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.

Smart and innovative nanotechnology applications for water purification

Authors: Nishu Nishu, Sudesh Kumar

Journal: Hybrid Advances · DOI: 10.1016/j.hybadv.2023.100044 · Citations: 152

Matched topics: water management, surface water

The most critical challenge of the twenty-first century is to provide sufficient clean, cheap water for all. This is made worse by population increase, climate change, and declining water quality. Technology innovation, such as nanotechnology, is essential for enabling integrated water management to increase treatment effectiveness and expand water supplies using unconventional water sources. Nanotechnology can improve access to clean, safe drinking water by providing innovative nanomaterials…

The potential for a plastic recycling facility to release microplastic pollution and possible filtration remediation effectiveness

Authors: Erina Brown, Anna Macdonald, Steve Allen, Deonie Allen

Journal: Journal of Hazardous Materials Advances · DOI: 10.1016/j.hazadv.2023.100309 · Citations: 114

Matched topics: water management

With current plastic production and the growing problem of global plastic pollution, an increase and improvement in plastic recycling is needed. There is limited knowledge or assessment of microplastic pollution from point sources such as plastic recycling facilities globally. This pilot study investigates microplastic pollution from a mixed plastics recycling facility in the UK to advance current quantitative understanding of microplastic (MP) pollution release from a plastic recycling facil…

National‐Scale Detection of Reservoir Impacts Through Hydrological Signatures

Authors: Saskia Salwey, Gemma Coxon, Francesca Pianosi, Michael Bliss Singer, C. Hutton

Journal: Water Resources Research · DOI: 10.1029/2022wr033893 · Citations: 40

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

Abstract Reservoirs play a vital role in the supply and management of water resources and their operation can significantly alter downstream flow. Despite this, reservoirs are frequently excluded or poorly represented in large‐scale hydrological models, which can be partly attributed to a lack of open‐access data describing reservoir operations, inflow and storage. To help inform the development of reservoir operation schemes, we collate a suite of hydrological signatures designed to detect t…

Nature-inspired hybrid wettability surface to enhance water management on bipolar plates of PEMFC

Authors: Taotao Zhao, Ke Jiang, Wenxuan Fan, Dafeng Lu, Deli Zheng, Hao Cui et al.

Journal: Chemical Engineering Journal · DOI: 10.1016/j.cej.2023.143288 · Citations: 49

Matched topics: water management, surface water

Abstract not available.

Hydrological Processes, Snow Dynamics, and Remote Sensing

This theme encompasses 7 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.

Wetlands as nature-based solutions for water management in different environments

Authors: Carla Ferreira, Milica Kašanin-Grubin, Marijana Kapović Solomun, Svetlana Sushkova, Tatiana Minkina, Wenwu Zhao et al.

Journal: Current Opinion in Environmental Science & Health · DOI: 10.1016/j.coesh.2023.100476 · Citations: 160

Matched topics: runoff, water management

Wetlands are multifunctional systems performing as nature-based solutions (NBS) for water management. This paper provides an overview of natural and constructed wetlands and their potential to support the regulation of hydrological fluxes and water quality. Wetlands can modulate peak flows by storing runoff and slowly releasing it over time, with positive impacts on soil moisture. They can also change the overall water balance by influencing evapotranspiration, infiltration, and groundwater r…

Fields of Application of SWAT Hydrological Model—A Review

Authors: Josip Janjić, Lidija Tadić

Journal: Earth · DOI: 10.3390/earth4020018 · Citations: 110

Matched topics: hydrology, hydrologic model, runoff, streamflow

Soil and Water Assessment Tool (SWAT) is a widely used model for runoff, non-point source pollution, and other complex hydrological processes under changing environments (groundwater flow, evapotranspiration, snow melting, etc.). This paper reviews the key characteristics and applications of SWAT. Since its inception in the 1990s, there has been a significant increase in the number of articles related to the SWAT model. In the last 10 years, the number of articles almost reached 4000. The ran…

Chemo-hydro-mechanical effects of CO2 injection on reservoir and seal rocks: A review on laboratory experiments

Authors: A. Vafaie, J. Cama, J. Soler, I. R. Kivi, V. Vilarrasa

Journal: Renewable & Sustainable Energy Reviews · DOI: 10.1016/j.rser.2023.113270 · Citations: 105

Matched topics: reservoir

Abstract not available.

Which Potential Evapotranspiration Formula to Use in Hydrological Modeling World‐Wide?

Authors: Rafael Pimentel, Berit Arheimer, Louise Crochemore, Jafet Andersson, Ilias Pechlivanidis, David Gustafsson

Journal: Water Resources Research · DOI: 10.1029/2022wr033447 · Citations: 69

Matched topics: hydrology, hydrologic model, streamflow

Abstract Although many potential evapotranspiration (PET) formulas are available, there is still a lack of knowledge on when and where to use them in catchment modeling world‐wide. Here we experimented with three different formulas in a global hydrological model (the World‐wide HYPE), using 15 years of observations from 5,338 streamflow gauges and global evapotranspiration from Earth‐observations (MOD16). We tested model performance in a multi‐process approach to select the best formula for c…

Understanding ecosystem service flows through the metacoupling framework

Authors: Jinxi Zhang, Chunyang He, Qingxu Huang, Lei Li

Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2023.110303 · Citations: 66

Matched topics: hydrologic model

Ecosystem service (ES) flow is an indispensable link between natural ecosystem and socioeconomic system. Research on ES flow is of great significance for regional ecosystem management and ecological compensation policies. However, previous studies have mainly focused on ES flow within a region or ES flow across regions, without distinguishing the relationship between ES flow within a region and ES flow from the region to its external regions. Therefore, taking the Huangshui River Basin in the…

Glacier retreat reorganizes river habitats leaving refugia for Alpine invertebrate biodiversity poorly protected

Authors: Martin Wilkes, Jonathan L. Carrivick, Emmanuel Castella, C. Ilg, Sophie Cauvy‐Fraunié, Sarah Fell et al.

Journal: Nature Ecology & Evolution · DOI: 10.1038/s41559-023-02061-5 · Citations: 52

Matched topics: hydrologic model, river, hydropower

Abstract not available.

Occurrence of persistent and mobile chemicals and other contaminants of emerging concern in Spanish and Portuguese wastewater treatment plants, transnational river basins and coastal water

Authors: Rosa Montes, Sandra Méndez, J. Cobas, N. Carro, Teresa Neuparth, Nélson Alves et al.

Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2023.163737 · Citations: 56

Matched topics: river

level. Thus, our preliminary risk assessment study concluded that 18 of the CECs presented a potential risk for the environment, being caffeine, sulpiride, perfluorooctanoic acid (PFOA), diclofenac, fipronil and perfluorobutanoic acid (PFBA) the most concerning ones. Yet, additional toxicity data as well as a more robust information on persistence and mobility of CECs are necessary for better estimating the magnitude of the problem and improve risk assessment. As an example, in the case of th…

Statistics

Metric Count
Databases searched 2
Topics searched 16
Total papers fetched 823
After deduplication 611
After LLM relevance filtering 50
Rejected (not relevant) 561

Papers by journal

Journal Papers
Water Research 2
Ecological Indicators 2
Water Resources Management 2
Water Resources Research 2
Journal of Hydrology 2
The Science of The Total Environment 2
Nature Reviews Microbiology 1
Drones 1
Environmental Health Perspectives 1
Nature Communications 1
Nature Food 1
Current Opinion in Environmental Science & Health 1
Hybrid Advances 1
Ecological Informatics 1
Earth 1
Journal of Agronomy and Crop Science 1
Journal of Hazardous Materials Advances 1
Agricultural and Forest Meteorology 1
Renewable & Sustainable Energy Reviews 1
Fire 1
Journal of Financial Stability 1
Geomatics Natural Hazards and Risk 1
Hydrology and earth system sciences 1
Sustainable Cities and Society 1
Geoderma 1
Natural Hazards 1
Science of the Total Environment 1
Contemporary Sociology A Journal of Reviews 1
Photochemical & Photobiological Sciences 1
Journal of Hydrology Regional Studies 1
Ocean Engineering 1
Nature Ecology & Evolution 1
Urban Climate 1
Habitat International 1
Communications Earth & Environment 1
Earth s Future 1
Chemical Engineering Journal 1
Atmospheric chemistry and physics 1
Agricultural Water Management 1
Journal of Experimental Botany 1
Plant Nano Biology 1
Journal of Climate 1
Geoscientific model development 1
Journal of Rural Studies 1

Filtering Criteria

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

Databases: Semantic Scholar, OpenAlex

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