Weekly Literature Review

Week 8 · February 20–February 26, 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 Hydrological drought – processes and estimation methods for streamflow and groun, with 639 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. Board Sustainability Committees, Climate Change Initiatives, Carbon Performance, and Market Value
    2. Electrocapacitive Deionization: Mechanisms, Electrodes, and Cell Designs
    3. Global variations in critical drought thresholds that impact vegetation
    4. Quantifying the physical processes leading to atmospheric hot extremes at a global scale
    5. Forest water-use efficiency: Effects of climate change and management on the coupling of carbon and water processes
    6. When Will the Unprecedented 2022 Summer Heat Waves in Yangtze River Basin Become Normal in a Warming Climate?
    7. Genome assembly and genetic dissection of a prominent drought-resistant maize germplasm
    8. Responses of agricultural drought to meteorological drought under different climatic zones and vegetation types
    9. The application of assisted migration as a climate change adaptation tactic: An evidence map and synthesis
    10. Climate change, its impact on crop production, challenges, and possible solutions
    11. Machine learning and analytical model hybridization to assess the impact of climate change on solar PV energy production
    12. Carbon dioxide removal via macroalgae open-ocean mariculture and sinking: an Earth system modeling study
    13. MicroRNA156ab regulates apple plant growth and drought tolerance by targeting transcription factor MsSPL13
    14. Small-scale irrigation (SSI) farming as a climate-smart agriculture (CSA) practice and its influence on livelihood improvement in Offa District, Southern Ethiopia
    15. Assessment of Climate Change Impact on Water Balance of Lake Hawassa Catchment
    16. Potential effects of future climate change on global reptile distributions and diversity
    17. Water-energy-carbon emissions nexus analysis of crop production in the Tarim river basin, Northwest China
    18. Drought-induced recruitment of specific root-associated bacteria enhances adaptation of alfalfa to drought stress
    19. Physiological, biochemical and molecular responses associated with drought tolerance in grafted grapevine
    20. Study of void space structure and its influence on carbonate reservoir properties: X-ray microtomography, electron microscopy, and well testing
    21. Rethinking river water temperature in a changing, human-dominated world
  3. Flood Risk Assessment and Extreme Precipitation
    1. Shifts in flood generation processes exacerbate regional flood anomalies in Europe
    2. Flood vulnerability assessment of urban buildings based on integrating high-resolution remote sensing and street view images
    3. Comparison of different objective weighting methods in a multi‐criteria model for watershed prioritization for flood risk assessment using morphometric analysis
  4. Machine Learning and AI for Hydrological Prediction
    1. Accurate Prediction of Soil Heavy Metal Pollution Using an Improved Machine Learning Method: A Case Study in the Pearl River Delta, China.
    2. Prediction of Future Land Use/Land Cover Changes Using a Coupled CA-ANN Model in the Upper Omo–Gibe River Basin, Ethiopia
    3. A Survey on Deep Learning and Its Impact on Agriculture: Challenges and Opportunities
    4. Time-series quantum reservoir computing with weak and projective measurements
    5. Challenges and Opportunities in Numerical Weather Prediction
    6. Streamflow forecasting using a hybrid LSTM-PSO approach: the case of Seyhan Basin
    7. Prediction of Soil Moisture Content from Sentinel-2 Images Using Convolutional Neural Network (CNN)
    8. Using Machine Learning to Identify Hydrologic Signatures With an Encoder–Decoder Framework
  5. Water Management, Irrigation, and Groundwater
    1. Climate Change Impacts on Water Resources and Sustainable Water Management Strategies in North America
    2. Selection of indicator contaminants of emerging concern when reusing reclaimed water for irrigation — A proposed methodology
  6. Hydrological Processes, Snow Dynamics, and Remote Sensing
    1. Hydrological drought – processes and estimation methods for streamflow and groundwater
    2. Global Dam Tracker: A database of more than 35,000 dams with location, catchment, and attribute information
    3. HACCP, quality, and food safety management in food and agricultural systems
    4. Recent advances in geothermal energy reservoirs modeling: Challenges and potential of thermo-fluid integrated models for reservoir heat extraction and geothermal energy piles design
    5. Future Scenarios of Land Use/Land Cover (LULC) Based on a CA-Markov Simulation Model: Case of a Mediterranean Watershed in Morocco
    6. Dysregulated lung stroma drives emphysema exacerbation by potentiating resident lymphocytes to suppress an epithelial stem cell reservoir
    7. Human disturbances dominated the unprecedentedly high frequency of Yellow River flood over the last millennium
    8. Toward Improved Parameterizations of Reservoir Operation in Ungauged Basins: A Synergistic Framework Coupling Satellite Remote Sensing, Hydrologic Modeling, and Conceptual Operation Schemes
    9. Higher concentrations of microplastics in runoff from biosolid-amended croplands than manure-amended croplands
    10. Assessing impacts of land use/land cover changes on the hydrology of Upper Gilgel Abbay watershed using the SWAT model
    11. Design and development of a tubular solar distiller using a convex absorber, wick materials, and PCM reservoir combined with a solar parabolic concentrator
    12. SNOTEL, the Soil Climate Analysis Network, and water supply forecasting at the Natural Resources Conservation Service: Past, present, and future
    13. Regional sustainability: Pressures and responses of tourism economy and ecological environment in the Yangtze River basin, China
    14. Vertical Hydrologic Exchange Flows Control Methane Emissions from Riverbed Sediments.
    15. Intra-annual variation in the attribution of runoff evolution in the Yellow River source area
    16. Satellite-based soil moisture enhances the reliability of agro-hydrological modeling in large transboundary river basins
  7. Statistics
    1. Papers by journal
  8. Filtering Criteria

Climate Change and Terrestrial Water Storage

This week features 21 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.

Board Sustainability Committees, Climate Change Initiatives, Carbon Performance, and Market Value

Authors: Nurlan Orazalin, Collins G. Ntim, John Malagila

Journal: British Journal of Management · DOI: 10.1111/1467-8551.12715 · Citations: 223

Matched topics: climate change

Abstract We examine the interrelationships among board sustainability committees, process‐based climate change initiatives, outcome‐based carbon performance, and market value through the lens of economic‐ and social‐based theoretical perspectives. Using a panel dataset of 8408 observations from 35 countries between 2002 and 2019, we find that higher levels of actual greenhouse gas (GHG) emissions are negatively associated with market value. Further, we reveal a positive association between pr…


Electrocapacitive Deionization: Mechanisms, Electrodes, and Cell Designs

Authors: Kaige Sun, Mike Tebyetekerwa, Chao Wang, Xianfen Wang, Xiwang Zhang, Xin Zhao

Journal: Advanced Functional Materials · DOI: 10.1002/adfm.202213578 · Citations: 206

Matched topics: surface water

Abstract Capacitive deionization (CDI) is an emerging water desalination technology for removing different ionic species from water, which is based on electric charge compensation by these charged species. CDI is becoming popular because it is more energy‐efficient and cost‐effective than other technologies, such as reverse osmosis and distillation, specifically in dealing with brackish water having low or moderate salt concentrations. Over the past decade, the CDI research field has witnesse…


Global variations in critical drought thresholds that impact vegetation

Authors: Xiangyi Li, Shilong Piao, Chris Huntingford, Josep Peñuelas, Hui Yang, Hao Xu et al.

Journal: National Science Review · DOI: 10.1093/nsr/nwad049 · Citations: 155

Matched topics: water management, drought, land surface model, earth system model

Identifying the thresholds of drought that, if crossed, suppress vegetation functioning is vital for accurate quantification of how land ecosystems respond to climate variability and change. We present a globally applicable framework to identify drought thresholds for vegetation responses to different levels of known soil-moisture deficits using four remotely sensed vegetation proxies spanning 2001-2018. The thresholds identified represent critical inflection points for changing vegetation re…


Quantifying the physical processes leading to atmospheric hot extremes at a global scale

Authors: Matthias Röthlisberger, Lukas Papritz

Journal: Nature Geoscience · DOI: 10.1038/s41561-023-01126-1 · Citations: 136

Matched topics: land surface model

Heat waves are among the deadliest climate hazards. Yet the relative importance of the physical processes causing their near-surface temperature anomalies (𝑇’)-advection of air from climatologically warmer regions, adiabatic warming in subsiding air and diabatic heating-is still a matter of debate. Here we quantify the importance of these processes by evaluating the 𝑇’ budget along air-parcel backward trajectories. We first show that the extreme near-surface 𝑇’ during the June 2021 heat wave …


Forest water-use efficiency: Effects of climate change and management on the coupling of carbon and water processes

Authors: Zhiqiang Zhang, Lu Zhang, Hang Xu, Irena F. Creed, Juan A. Blanco, Xiaohua Wei et al.

Journal: Forest Ecology and Management · DOI: 10.1016/j.foreco.2023.120853 · Citations: 113

Matched topics: water management, climate change

Abstract not available.


When Will the Unprecedented 2022 Summer Heat Waves in Yangtze River Basin Become Normal in a Warming Climate?

Authors: Fengchow C. Ma, Xing Yuan

Journal: Geophysical Research Letters · DOI: 10.1029/2022GL101946 · Citations: 95

Matched topics: river

Yangtze River basin (YZB) experienced record‐breaking heat in the summer of 2022. Here, we focused on daytime‐nighttime compound heat waves, and used the magnitude index that considers both duration and intensity to investigate the risk of the 2022 extreme heat. The magnitude of heatwaves in 2022 was much larger than the historical average level, which was estimated as a 1‐in‐64‐year event over 1979–2014 climate. Without mitigation efforts (SSP585), the record‐breaking heat would emerge as no…


Genome assembly and genetic dissection of a prominent drought-resistant maize germplasm

Authors: Tian Tian, Shuhui Wang, Shiping Yang, Zhirui Yang, Shengxue Liu, Yijie Wang et al.

Journal: Nature Genetics · DOI: 10.1038/s41588-023-01297-y · Citations: 94

Matched topics: drought

Abstract not available.


Responses of agricultural drought to meteorological drought under different climatic zones and vegetation types

Authors: Peng Sun, Ruilin Liu, Rui Yao, Hao Shen, Yaojin Bian

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129305 · Citations: 91

Matched topics: drought

Abstract not available.


The application of assisted migration as a climate change adaptation tactic: An evidence map and synthesis

Authors: William M. Twardek, Jessica J. Taylor, Trina Rytwinski, Sally N. Aitken, Alexander L. MacDonald, Rik Van Bogaert et al.

Journal: Biological Conservation · DOI: 10.1016/j.biocon.2023.109932 · Citations: 87

Matched topics: climate change

Abstract not available.


Climate change, its impact on crop production, challenges, and possible solutions

Authors: Majed A. Alotaibi

Journal: Notulae Botanicae Horti Agrobotanici Cluj-Napoca · DOI: 10.15835/nbha51113020 · Citations: 77

Matched topics: hydrology, streamflow, climate change

Climate change poses serious threats to agriculture and food security, and extreme weather events have reduced crop productivity worldwide. Future projections predict that the average global temperature will rise by 2.0 to 6.4 °C and the increase in sea level will be 59 cm by the end of 21st century. The unprecedented rise in temperature has led to an increase in the incidence of heat waves, droughts, floods, and irregular patterns of precipitation. These changes have a dramatic impact on pre…


Machine learning and analytical model hybridization to assess the impact of climate change on solar PV energy production

Authors: Samuel Chukwujindu Nwokolo, Anthony Umunnakwe Obiwulu, Julie C. Ogbulezie

Journal: Physics and Chemistry of the Earth Parts A/B/C · DOI: 10.1016/j.pce.2023.103389 · Citations: 84

Matched topics: climate change

Abstract not available.


Carbon dioxide removal via macroalgae open-ocean mariculture and sinking: an Earth system modeling study

Authors: Jiajun Wu, David P. Keller, Andreas Oschlies

Journal: Earth System Dynamics · DOI: 10.5194/esd-14-185-2023 · Citations: 76

Matched topics: earth system model

Abstract. In this study, we investigate the maximum physical and biogeochemical potential of macroalgae open-ocean mariculture and sinking (MOS) as an ocean-based carbon dioxide removal (CDR) method. Embedding a macroalgae model into an Earth system model, we simulate macroalgae mariculture in the open-ocean surface layer followed by fast sinking of the carbon-rich macroalgal biomass to the deep seafloor (depth>3000 m), which assumes no remineralization of the harvested biomass during the …


MicroRNA156ab regulates apple plant growth and drought tolerance by targeting transcription factor MsSPL13

Authors: Chen Feng, Xiang Zhang, Bingyang Du, Yuqin Xiao, Yanyan Wang, Yueting Sun et al.

Journal: PLANT PHYSIOLOGY · DOI: 10.1093/plphys/kiad099 · Citations: 67

Matched topics: drought

Drought stress substantially reduces the productivity of apple plants and severely restricts the development of apple industry. Malus sieversii, wild apples with excellent drought resistance, is a valuable wild resource for a rootstock improvement of cultivated apple (Malus domestica). miRNAs and their targets play essential roles in plant growth and stress responses, but their roles in drought stress responses in apple are unknown. Here, we demonstrate that microRNA156ab is upregulated in M….


Small-scale irrigation (SSI) farming as a climate-smart agriculture (CSA) practice and its influence on livelihood improvement in Offa District, Southern Ethiopia

Authors: Elias Bojago, Yitbarek Abrham

Journal: Journal of Agriculture and Food Research · DOI: 10.1016/j.jafr.2023.100534 · Citations: 66

Matched topics: irrigation

Small-scale irrigated farming has been offered as a climate-smart agriculture (CSA) technology to boost production and diversify livelihood scenarios as an option to mitigate climate change. This study was to analyse factors that influence smallholder farmers’ decisions to adopt small-scale irrigation (SSI) as CSA and to assess the influence of adoption on livelihood improvement. To obtain relevant data, the study employed a mixed research methodology that combines an explanatory research des…


Assessment of Climate Change Impact on Water Balance of Lake Hawassa Catchment

Authors: Beyene Akirso Alehu, Seble Gizachew Bitana

Journal: Environmental Processes · DOI: 10.1007/s40710-023-00626-x · Citations: 51

Matched topics: hydrologic model, runoff, climate change, earth system model

Abstract not available.


Potential effects of future climate change on global reptile distributions and diversity

Authors: Matthias F. Biber, Alke Voskamp, Christian Hof

Journal: Global Ecology and Biogeography · DOI: 10.1111/geb.13646 · Citations: 64

Matched topics: climate change

Abstract Aim Until recently, complete information on global reptile distributions has not been widely available. Here, we provide the first comprehensive climate impact assessment for reptiles on a global scale. Location Global, excluding Antarctica. Time period 1995, 2050 and 2080. Major taxa studied Reptiles. Methods We modelled the distribution of 6296 reptile species and assessed potential global and realm‐specific changes in species richness, the change in global species richness across …


Water-energy-carbon emissions nexus analysis of crop production in the Tarim river basin, Northwest China

Authors: Meiqing Feng, Yaning Chen, Weili Duan, Ziyang Zhu, Chuan Wang, Yanan Hu

Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2023.136566 · Citations: 59

Matched topics: river

Abstract not available.


Drought-induced recruitment of specific root-associated bacteria enhances adaptation of alfalfa to drought stress

Authors: Wenqiang Fan, Fang Tang, Jiani Wang, Jiaqi Dong, Jing Xing, Fengling Shi

Journal: Frontiers in Microbiology · DOI: 10.3389/fmicb.2023.1114400 · Citations: 57

Matched topics: drought

, while the enrichment was weaker in QS rhizosphere. Therefore, the increase in drought tolerance of the drought-tolerant variety AH was greater than that of the drought-sensitive variety QS. Overall, this study confirmed the key role of drought-induced rhizosphere bacteria in improving the adaptation of alfalfa to drought stress, and clarified that this process is significantly related to the variety (genotype). The results of this study provide a basis for improving drought tolerance in alf…


Physiological, biochemical and molecular responses associated with drought tolerance in grafted grapevine

Authors: Shuzhen Jiao, Fanwei Zeng, Yaping Huang, Li‐Bing Zhang, Juan Mao, Baihong Chen

Journal: BMC Plant Biology · DOI: 10.1186/s12870-023-04109-x · Citations: 56

Matched topics: drought

BACKGROUND: Grafting is one of the promising techniques for improving abiotic stress tolerance in horticultural crops, but the underlying regulatory mechanisms of drought on grafted grapevine are largely unexplored. RESULTS: ) and malondialdehyde (MDA) both in leaves and roots. Drought stress also increased the activities of antioxidant enzymes (SOD, POD and CAT) and activated the transcript expression of VvCu/ZnSOD, VvPOD4 and VvCAT1) in both leaves and roots. Further expression analysis by …


Study of void space structure and its influence on carbonate reservoir properties: X-ray microtomography, electron microscopy, and well testing

Authors: Dmitriy A. Martyushev, Inna N. Ponomareva, Andrey S. Chukhlov, Shadfar Davoodi, Boris Osovetsky, К. П. Казымов et al.

Journal: Marine and Petroleum Geology · DOI: 10.1016/j.marpetgeo.2023.106192 · Citations: 55

Matched topics: reservoir

Abstract not available.


Rethinking river water temperature in a changing, human-dominated world

Authors: Darren L. Ficklin, David M. Hannah, Niko Wanders, Stephen J. Dugdale, Judy England, Julian Klaus et al.

Journal: Nature Water · DOI: 10.1038/s44221-023-00027-2 · Citations: 45

Matched topics: hydrology, river, water management

Abstract not available.


Flood Risk Assessment and Extreme Precipitation

Flood risk assessment and extreme precipitation research are well represented this week with 3 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.

Shifts in flood generation processes exacerbate regional flood anomalies in Europe

Authors: Larisa Tarasova, David Lun, Ralf Merz, Günter Blöschl, Stefano Basso, Miriam Bertola et al.

Journal: Communications Earth & Environment · DOI: 10.1038/s43247-023-00714-8 · Citations: 79

Matched topics: streamflow, flood

Anomalies in the frequency of river floods, i.e., flood-rich or -poor periods, cause biases in flood risk estimates and thus make climate adaptation measures less efficient. While observations have recently confirmed the presence of flood anomalies in Europe, their exact causes are not clear. Here we analyse streamflow and climate observations during 1960-2010 to show that shifts in flood generation processes contribute more to the occurrence of regional flood anomalies than changes in extrem…


Flood vulnerability assessment of urban buildings based on integrating high-resolution remote sensing and street view images

Authors: Ziyao Xing, Shuai Yang, Xuli Zan, Xinrui Dong, Yu Yao, Zhe Liu et al.

Journal: Sustainable Cities and Society · DOI: 10.1016/j.scs.2023.104467 · Citations: 82

Matched topics: flood

Abstract not available.


Comparison of different objective weighting methods in a multi‐criteria model for watershed prioritization for flood risk assessment using morphometric analysis

Authors: Erfan Mahmoodi, M. Azari, Mohamad Taghi Dastorani

Journal: Journal of Flood Risk Management · DOI: 10.1111/jfr3.12894 · Citations: 54

Matched topics: hydrology, streamflow, flood

Abstract Morphometric analysis of watersheds coupled with multi‐criteria decision making (MCDM) techniques is a widely used approach in identifying and prioritizing subwatersheds for flood risk assessment. Finding the appropriate weight for each morphometric parameter is one of the most important steps in MCDM methods. The present research focuses on analyzing the effect of using objective weighting methods in watershed prioritization in Daroungar Watershed in Northeast of Iran. To this aim, …


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.

Accurate Prediction of Soil Heavy Metal Pollution Using an Improved Machine Learning Method: A Case Study in the Pearl River Delta, China.

Authors: Wenhao Zhao, Jin Ma, Qiyuan Liu, L. Dou, Y. Qu, Huading Shi et al.

Journal: Environmental Science and Technology · DOI: 10.1021/acs.est.2c07561 · Citations: 141

Matched topics: river

In traditional soil heavy metal (HM) pollution assessment, spatial interpolation analysis is often carried out on the limited sampling points in the study area to get the overall status of heavy metal pollution. Unfortunately, in many machine learning spatial information enhancement algorithms, the additional spatial information introduced fails to reflect the hierarchical heterogeneity of the study area. Therefore, we designed hierarchical regionalization labels based on three interpolation …


Prediction of Future Land Use/Land Cover Changes Using a Coupled CA-ANN Model in the Upper Omo–Gibe River Basin, Ethiopia

Authors: Paulos Lukas, Assefa M. Melesse, Tadesse Tujuba Kenea

Journal: Remote Sensing · DOI: 10.3390/rs15041148 · Citations: 116

Matched topics: river

Land use/land cover change evaluation and prediction using spatiotemporal data are crucial for environmental monitoring and better planning and management of land use. The main objective of this study is to evaluate land use/land cover changes for the time period of 1991–2022 and predict future changes using the CA-ANN model in the Upper Omo–Gibe River basin. Landsat-5 TM for 1991, 1997, and 2004, Landsat-7 ETM+ for 2010, and Landsat-8 (OLI) for 2016 and 2022 were downloaded from the USGS Ear…


A Survey on Deep Learning and Its Impact on Agriculture: Challenges and Opportunities

Authors: Marwan Ali Albahar

Journal: Agriculture · DOI: 10.3390/agriculture13030540 · Citations: 107

Matched topics: water management

The objective of this study was to provide a comprehensive overview of the recent advancements in the use of deep learning (DL) in the agricultural sector. The author conducted a review of studies published between 2016 and 2022 to highlight the various applications of DL in agriculture, which include counting fruits, managing water, crop management, soil management, weed detection, seed classification, yield prediction, disease detection, and harvesting. The author found that DL’s ability to…


Time-series quantum reservoir computing with weak and projective measurements

Authors: Pere Mujal, Rodrigo Martínez‐Peña, Gian Luca Giorgi, Miguel C. Soriano, Roberta Zambrini

Journal: npj Quantum Information · DOI: 10.1038/s41534-023-00682-z · Citations: 81

Matched topics: reservoir

Abstract Time-series processing is a major challenge in machine learning with enormous progress in the last years in tasks such as speech recognition and chaotic series prediction. A promising avenue for sequential data analysis is quantum machine learning, with computational models like quantum neural networks and reservoir computing. An open question is how to efficiently include quantum measurement in realistic protocols while retaining the needed processing memory and preserving the quant…


Challenges and Opportunities in Numerical Weather Prediction

Authors: Jerald A. Brotzge, Don Berchoff, DaNa L. Carlis, Frederick H. Carr, Rachel Hogan Carr, Jordan Gerth et al.

Journal: Bulletin of the American Meteorological Society · DOI: 10.1175/bams-d-22-0172.1 · Citations: 71

Matched topics: hydrology, earth system model

© 2023 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses). Corresponding author: Jerald A. Brotzge, jerald.brotzge@wku.edu


Streamflow forecasting using a hybrid LSTM-PSO approach: the case of Seyhan Basin

Authors: Bülent Haznedar, Hüseyin Çağan Kılınç, Furkan Özkan, Adem Yurtsever

Journal: Natural Hazards · DOI: 10.1007/s11069-023-05877-3 · Citations: 41

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

The conditions which affect the sustainability of water cause a number of serious environmental and hydrological problems. Effective and correct management of water resources constitutes an effective and important issue among scales. In this sense, a precise estimation of streamflow time series in rivers is one of the most important issues in optimal management of surface water resources. Therefore, a hybrid method combining particle swarm algorithm (PSO) and long short-term memory networks (…


Prediction of Soil Moisture Content from Sentinel-2 Images Using Convolutional Neural Network (CNN)

Authors: Ehab H. Hegazi, A. A. Samak, Lingbo Yang, Ran Huang, Jingfeng Huang

Journal: Agronomy · DOI: 10.3390/agronomy13030656 · Citations: 61

Matched topics: water management

Agriculture is closely associated with food and water. Agriculture is the first source of food but the biggest consumer of freshwater. The population is constantly increasing. Smart agriculture is one of the means of achieving food and water security. Smart agriculture can help improve water management and increase agricultural production, thus counteracting rapid population growth requirements. Soil moisture estimation is a critical step in agricultural water management. Soil moisture measur…


Using Machine Learning to Identify Hydrologic Signatures With an Encoder–Decoder Framework

Authors: Tom Botterill, Hilary McMillan

Journal: Water Resources Research · DOI: 10.1029/2022wr033091 · Citations: 43

Matched topics: hydrology, hydrologic model, runoff, streamflow

Abstract Hydrologic signatures are quantitative metrics that describe a streamflow time series. Examples include annual maximum flow, baseflow index and recession shape descriptors. In this paper, we use machine learning (ML) to learn encodings that are optimal ML equivalents of hydrologic signatures, and that are derived directly from the data. We compare the learned signatures to classical signatures, interpret their meaning, and use them to build rainfall‐runoff models in otherwise ungauge…


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.

Climate Change Impacts on Water Resources and Sustainable Water Management Strategies in North America

Authors: Zunaira Asif, Zhi Chen, Rehan Sadiq, Yinying Zhu

Journal: Water Resources Management · DOI: 10.1007/s11269-023-03474-4 · Citations: 112

Matched topics: runoff, water management, climate change

Abstract not available.


Selection of indicator contaminants of emerging concern when reusing reclaimed water for irrigation — A proposed methodology

Authors: Paola Verlicchi, Vittoria Grillini, Engracia Lacasa, Edward Archer, Paweł Krzemiński, Ana I. Gomes et al.

Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2023.162359 · Citations: 55

Matched topics: irrigation

and predicted-no-effect concentration). It consists of: (i) development of a dataset including the CECs found in the secondary effluent, together with the corresponding values of surrogates found in the literature or by in-field investigations; (ii) normalization step with the assignment of a score between 1 (low environmental impact) and 5 (high environmental impact) to the different criteria based on threshold values set according to the literature and experts’ judgement; (iii) CEC ranking …


Hydrological Processes, Snow Dynamics, and Remote Sensing

This theme encompasses 16 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.

Hydrological drought – processes and estimation methods for streamflow and groundwater

Authors: Lena M. Tallaksen, H.A.J. van Lanen, Jamie Hannaford, Hege Hisdal, Daniel G. Kingston, Gregor Laaha et al.

Journal: ** · DOI: 10.5194/egusphere-egu23-13352 · Citations: 639

Matched topics: hydrologic model, streamflow, drought

Drought is a worldwide phenomenon that originates from a prolonged deficiency in precipitation, often combined with high evaporation, over an extended region. The resultant meteorological water balance deficiency may cause a hydrological drought to develop into below normal levels of streamflow, lakes, and groundwater. Contemporary knowledge and experiences from an international team of drought experts are consolidated in a textbook (Tallaksen et al., 2023), which builds on an earlier edition…


Global Dam Tracker: A database of more than 35,000 dams with location, catchment, and attribute information

Authors: Alice Tianbo Zhang, Vincent Xinyi Gu

Journal: Scientific Data · DOI: 10.1038/s41597-023-02008-2 · Citations: 118

Matched topics: hydropower, surface water

We present one of the most comprehensive geo-referenced global dam databases to date. The Global Dam Tracker (GDAT) contains 35,000 dams with cross-validated geo-coordinates, satellite-derived catchment areas, and detailed attribute information. Combining GDAT with fine-scaled satellite data spanning three decades, we demonstrate how GDAT improves upon existing databases to enable the inter-temporal analysis of the costs and benefits of dam construction on a global scale. Our findings show th…


HACCP, quality, and food safety management in food and agricultural systems

Authors: Chinaza Godswill Awuchi

Journal: Cogent Food & Agriculture · DOI: 10.1080/23311932.2023.2176280 · Citations: 117

Matched topics: water management

The burden of foodborne diseases and their associated illness/death is a global concern. Hazard analysis and critical control points (HACCP) and food safety/quality management are employed to combat this problem. With the existing and emerging food safety/quality management concerns, this study aims to evaluate the traditional and modern/novel approach to improving HACCP, food safety, and quality management in food and agricultural systems. The modern innovations in food safety management wer…


Recent advances in geothermal energy reservoirs modeling: Challenges and potential of thermo-fluid integrated models for reservoir heat extraction and geothermal energy piles design

Authors: Mohamed E. Zayed, Bashar Shboul, Hongmei Yin, Jun Zhao, Abdelhameed A.A. Zayed

Journal: Journal of Energy Storage · DOI: 10.1016/j.est.2023.106835 · Citations: 111

Matched topics: reservoir

Abstract not available.


Future Scenarios of Land Use/Land Cover (LULC) Based on a CA-Markov Simulation Model: Case of a Mediterranean Watershed in Morocco

Authors: Mohamed Beroho, Hamza Briak, El Khalil Cherif, Imane Boulahfa, Abdessalam Ouallali, Rachid Mrabet et al.

Journal: Remote Sensing · DOI: 10.3390/rs15041162 · Citations: 95

Matched topics: hydrologic model

Modeling of land use and land cover (LULC) is a very important tool, particularly in the agricultural field: it allows us to know the potential changes in land area in the future and to consider developments in order to prevent probable risks. The idea is to give a representation of probable future situations based on certain assumptions. The objective of this study is to make future predictions in land use and land cover in the watershed “9 April 1947”, and in the years 2028, 2038 and 2050. …


Dysregulated lung stroma drives emphysema exacerbation by potentiating resident lymphocytes to suppress an epithelial stem cell reservoir

Authors: Chaoqun Wang, Ben Hyams, Nancy C. Allen, Kelly M. Cautivo, Kiara Monahan, Minqi Zhou et al.

Journal: Immunity · DOI: 10.1016/j.immuni.2023.01.032 · Citations: 78

Matched topics: reservoir

Abstract not available.


Human disturbances dominated the unprecedentedly high frequency of Yellow River flood over the last millennium

Authors: Shi‐Yong Yu, Wenjia Li, Liang Zhou, Xuefeng Yu, Qiang Zhang, Zhixiong Shen

Journal: Science Advances · DOI: 10.1126/sciadv.adf8576 · Citations: 66

Matched topics: hydrology, river, flood

A warming climate may increase flood hazard through boosting the global hydrological cycle. However, human impact through modifications to the river and its catchment is not well quantified. Here, we show a 12,000-year-long record of Yellow River flood events by synthesizing sedimentary and documentary data of levee overtops and breaches. Our result reveals that flood events in the Yellow River basin became almost an order of magnitude more frequent during the last millennium than the middle …


Toward Improved Parameterizations of Reservoir Operation in Ungauged Basins: A Synergistic Framework Coupling Satellite Remote Sensing, Hydrologic Modeling, and Conceptual Operation Schemes

Authors: Ningpeng Dong, Mingxiang Yang, Jianhui Wei, Joël Arnault, Patrick Laux, Shiqin Xu et al.

Journal: Water Resources Research · DOI: 10.1029/2022wr033026 · Citations: 35

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

Abstract Assessments of water and energy security over historical and future periods require hydrologic models that can accurately simulate reservoir operations. However, scare reservoir operation data limits the accuracy of current reservoir representations in simulating reservoir behaviors. Furthermore, the reliability of these representations under changing inflow regimes remains unclear, which makes their application for long future planning horizons questionable. To this end, we propose …


Higher concentrations of microplastics in runoff from biosolid-amended croplands than manure-amended croplands

Authors: Nasrin Naderi Beni, S. Karimifard, J. Gilley, T. Messer, A. Schmidt, S. Bartelt-Hunt

Journal: Communications Earth & Environment · DOI: 10.1038/s43247-023-00691-y · Citations: 68

Matched topics: runoff

Land-applied municipal biosolids, produced from municipal wastewater treatment sludge, contributes to microplastics contamination in agroecosystems. The impacts of biosolids on microplastic concentrations in agricultural soil have been previously investigated, however, the potential for microplastics transport from biosolid-amended croplands has not been previously quantified. In this study, manure and biosolids were applied to field plots, runoff was collected following natural precipitation…


Assessing impacts of land use/land cover changes on the hydrology of Upper Gilgel Abbay watershed using the SWAT model

Authors: Wassie Abuhay, Temesgen Gashaw, Lewoye Tsegaye

Journal: Journal of Agriculture and Food Research · DOI: 10.1016/j.jafr.2023.100535 · Citations: 53

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

Population and economic growth, and the consequent increase in food demands have put great pressures on environmental resources and they are driving rapid LULC changes. This study is aimed to examine the impacts of land use/land cover LULC changes on the hydrology of the Upper Gilgel Abay watershed. Landsat images (Landsat 5 TM 1986, Landsat ETM+ 2003, and Landsat 8 OLI-TIRS 2021) were categorized into LULC classes following the supervised image classification technique, and the Soil and Wate…


Design and development of a tubular solar distiller using a convex absorber, wick materials, and PCM reservoir combined with a solar parabolic concentrator

Authors: Habib Ben Bacha, A.S. Abdullah, A.E. Kabeel, Mohamed Abdelgaied

Journal: Journal of Energy Storage · DOI: 10.1016/j.est.2023.106897 · Citations: 67

Matched topics: reservoir

Abstract not available.


SNOTEL, the Soil Climate Analysis Network, and water supply forecasting at the Natural Resources Conservation Service: Past, present, and future

Authors: Sean W. Fleming, Lucas Zukiewicz, Michael Ströbel, Heather Hofman, Angus G. Goodbody

Journal: JAWRA Journal of the American Water Resources Association · DOI: 10.1111/1752-1688.13104 · Citations: 42

Matched topics: hydrology, runoff, streamflow, water management, hydropower

Abstract The Snow Survey and Water Supply Forecasting (SSWSF) Program and the Soil Climate Analysis Network (SCAN) of the United States Department of Agriculture’s Natural Resources Conservation Service (NRCS) generate key observational and predictive information for water managers. Examples include mountain climate and snow monitoring through manual snow surveys and the SNOw TELemetry (SNOTEL) and SNOtel LITE networks, in situ soil moisture data acquisition through the SCAN and SNOTEL networ…


Regional sustainability: Pressures and responses of tourism economy and ecological environment in the Yangtze River basin, China

Authors: Kai Zhu, Quan Zhou, Yufeng Cheng, Youtian Zhang, Ting Li, Xiaoyue Yan et al.

Journal: Frontiers in Ecology and Evolution · DOI: 10.3389/fevo.2023.1148868 · Citations: 59

Matched topics: river

The relationship between the tourism economy and the ecological environment is under pressure, and balancing this relationship is crucial for promoting regional sustainability. In this study, the Yangtze River basin, the first largest river in Asia and third largest in the world, was selected as the focus area. The spatial and temporal characteristics of tourism economic development and ecological environmental pressure from 2000 to 2019 were analyzed using the tourism economic development in…


Vertical Hydrologic Exchange Flows Control Methane Emissions from Riverbed Sediments.

Authors: Kewei Chen, Xingyuan Chen, J. Stegen, Jorge A. Villa, G. Bohrer, Xuehang Song et al.

Journal: Environmental Science and Technology · DOI: 10.1021/acs.est.2c07676 · Citations: 46

Matched topics: hydrologic model, earth system model

CH4 emissions from inland waters are highly uncertain in the current global CH4 budget, especially for streams, rivers, and other lotic systems. Previous studies have attributed the strong spatiotemporal heterogeneity of riverine CH4 to environmental factors such as sediment type, water level, temperature, or particulate organic carbon abundance through correlation analysis. However, a mechanistic understanding of the basis for such heterogeneity is lacking. Here, we combine sediment CH4 data…


Intra-annual variation in the attribution of runoff evolution in the Yellow River source area

Authors: Yongxin Ni, Xizhi Lv, Zhongbo Yu, Jianwei Wang, Li Ma, Qiufen Zhang

Journal: CATENA · DOI: 10.1016/j.catena.2023.107032 · Citations: 48

Matched topics: river, runoff

Abstract not available.


Satellite-based soil moisture enhances the reliability of agro-hydrological modeling in large transboundary river basins

Authors: Mohammad Reza Eini, Christian Massari, Mikołaj Piniewski

Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2023.162396 · Citations: 43

Matched topics: hydrologic model, river, runoff

Satellite-based observations of soil moisture, leaf area index, precipitation, and evapotranspiration facilitate agro-hydrological modeling thanks to the spatially distributed information. In this study, the Climate Change Initiative Soil Moisture dataset (CCI SM, a product of the European Space Agency (ESA)) adjusted based on Soil Water Index (SWI) was used as an additional (in relation to discharge) observed dataset in agro-hydrological modeling over a large-scale transboundary river basin …


Statistics

Metric Count
Databases searched 2
Topics searched 16
Total papers fetched 821
After deduplication 550
After LLM relevance filtering 50
Rejected (not relevant) 500

Papers by journal

Journal Papers
Environmental Science and Technology 2
Remote Sensing 2
Journal of Energy Storage 2
Communications Earth & Environment 2
Water Resources Research 2
Journal of Agriculture and Food Research 2
The Science of The Total Environment 2
  1
British Journal of Management 1
Advanced Functional Materials 1
National Science Review 1
Nature Geoscience 1
Water Resources Management 1
Scientific Data 1
Forest Ecology and Management 1
Cogent Food & Agriculture 1
Agriculture 1
Geophysical Research Letters 1
Nature Genetics 1
Journal of Hydrology 1
Biological Conservation 1
Notulae Botanicae Horti Agrobotanici Cluj-Napoca 1
Physics and Chemistry of the Earth Parts A/B/C 1
Sustainable Cities and Society 1
npj Quantum Information 1
Immunity 1
Earth System Dynamics 1
Bulletin of the American Meteorological Society 1
Science Advances 1
PLANT PHYSIOLOGY 1
Environmental Processes 1
Global Ecology and Biogeography 1
Journal of Flood Risk Management 1
Natural Hazards 1
JAWRA Journal of the American Water Resources Association 1
Agronomy 1
Frontiers in Ecology and Evolution 1
Journal of Cleaner Production 1
Frontiers in Microbiology 1
BMC Plant Biology 1
Marine and Petroleum Geology 1
Nature Water 1
CATENA 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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