Weekly Literature Review
Week 26 · June 28–July 4, 2021
50 relevant papers found across 6 themes
Executive Summary
This week’s review covers 50 papers across Flood Modeling and Risk Assessment, Drought Analysis and Prediction, Streamflow Forecasting and Machine Learning, Climate Change and Water Resources, Hydrologic Modeling and Calibration, and Water Management and Sustainability.
Table of Contents
- Executive Summary
- Flood Modeling and Risk Assessment
- XGBoost-based method for flash flood risk assessment
- Impacts of droughts and floods on croplands and crop production in Southeast Asia – An application of Google Earth Engine
- Accounting for tropical cyclones more than doubles the global population exposed to low-probability coastal flooding
- Flow resistance of floodplain vegetation mixtures for modelling river flows
- Five ways to ensure flood-risk research helps the most vulnerable
- Mapping flood inundation areas using GIS and HEC-RAS model at Fetam River, Upper Abbay Basin, Ethiopia
- A novel hybrid XAJ-LSTM model for multi-step-ahead flood forecasting
- Drought Analysis and Prediction
- Drought sensitivity of vegetation photosynthesis along the aridity gradient in northern China
- Drought onset and propagation into soil moisture and grassland vegetation responses during the 2012–2019 major drought in Southern California
- Arbuscular mycorrhizal fungi enhance growth of tomato under normal and drought conditions, via different water regulation mechanisms
- JMJ27‐mediated histone H3K9 demethylation positively regulates drought‐stress responses in Arabidopsis
- Transcriptome Analysis of Tolerant and Susceptible Maize Genotypes Reveals Novel Insights about the Molecular Mechanisms Underlying Drought Responses in Leaves
- Streamflow Forecasting and Machine Learning
- A hybrid deep learning algorithm and its application to streamflow prediction
- Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS
- A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem
- Enhancing robustness of monthly streamflow forecasting model using gated recurrent unit based on improved grey wolf optimizer
- Evaluating the uncertainty of eight approaches for separating the impacts of climate change and human activities on streamflow
- Increasing annual streamflow and groundwater storage in response to climate warming in the Yangtze River source region
- Climate Change and Water Resources
- Amazonia as a carbon source linked to deforestation and climate change
- Climate Change and Emerging Food Safety Issues: A Review
- Adapting cities for climate change through urban green infrastructure planning
- Effects of climate change on combined labour productivity and supply: an empirical, multi-model study
- Climate Change, Land, Water, and Food Security: Perspectives From Sub-Saharan Africa
- Comparison of physical-based, data-driven and hybrid modeling approaches for evapotranspiration estimation
- Confirmation Bias and the Persistence of Misinformation on Climate Change
- Performance of the Taiwan Earth System Model in Simulating Climate Variability Compared With Observations and CMIP6 Model Simulations
- Changes in precipitation variability across time scales in multiple global climate model large ensembles
- Quasi‐Stationary Intense Rainstorms Spread Across Europe Under Climate Change
- Dynamics of invasive alien plant species in China under climate change scenarios
- Climate change impacts on China’s marine ecosystems
- Satellite time series data reveal interannual and seasonal spatiotemporal evapotranspiration patterns in China in response to effect factors
- Hydrologic Modeling and Calibration
- Empirical estimate of forestation-induced precipitation changes in Europe
- Rainfall-runoff modeling using LSTM-based multi-state-vector sequence-to-sequence model
- Improved Simulation of Arctic Circumpolar Land Area Snow Properties and Soil Temperatures
- The value of water isotope data on improving process understanding in a glacierized catchment on the Tibetan Plateau
- Embedding machine learning techniques into a conceptual model to improve monthly runoff simulation: A nested hybrid rainfall-runoff modeling
- Cause of Extreme Heavy and Persistent Rainfall over Yangtze River in Summer 2020
- Performance evaluation of reanalysis precipitation products in Egypt using fuzzy entropy time series similarity analysis
- Water Management and Sustainability
- Detection of selected tire wear compounds in urban receiving waters
- Dam builders and their works: Beaver influences on the structure and function of river corridor hydrology, geomorphology, biogeochemistry and ecosystems
- Heatwaves in Southeast Asia and Their Changes in a Warmer World
- Pre- and within-season crop type classification trained with archival land cover information
- The effectiveness of urban green infrastructure in reducing surface urban heat island
- Seasonal changes in GPP/SIF ratios and their climatic determinants across the Northern Hemisphere
- Agroforestry-Based Ecosystem Services: Reconciling Values of Humans and Nature in Sustainable Development
- Quality assessment of freshwaters from a coastal city of southern Bangladesh: Irrigation feasibility and preliminary health risks appraisal
- The Drying Regimes of Non‐Perennial Rivers and Streams
- Global Cooling Hiatus Driven by an AMOC Overshoot in a Carbon Dioxide Removal Scenario
- Nitrogen retention effect of riparian zones in agricultural areas: A meta-analysis
- Groundwater quality, health risk, and major influencing factors in the lower Beiluo River watershed of northwest China
- Statistics
- Filtering Criteria
Flood Modeling and Risk Assessment
This week features 7 papers advancing flood science, spanning susceptibility mapping, risk assessment, and hydrodynamic modeling. Notable contributions from Ma, Venkatappa et al. The studies collectively advance both data-driven and physically-based approaches to flood prediction and management.
XGBoost-based method for flash flood risk assessment
Authors: M. Ma, Gang Zhao, B. He, Li Qing, Haoyu Dong, Sheng Wang et al.
Journal: Journal of Hydrology · DOI: 10.1016/J.JHYDROL.2021.126382 · Citations: 407
Matched topics: flood
Abstract Flash flood risk assessment, a widely applied technology in preventing catastrophic flash flood disasters, has become the current research hotspot. However, most existing machine learning methods for assessing flash flood risk rely on a single classifier, which is suitable for processing small sets of sample data, but the resulting prediction accuracy and generalization ability are insufficient. Meanwhile, machine learning methods that integrate multiple classifiers are thus far unkn…
Impacts of droughts and floods on croplands and crop production in Southeast Asia – An application of Google Earth Engine
Authors: Manjunatha Venkatappa, Nophea Sasaki, Han Phoumin, Issei Abe
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2021.148829 · Citations: 152
Matched topics: flood, drought
Abstract not available.
Accounting for tropical cyclones more than doubles the global population exposed to low-probability coastal flooding
Authors: Job Dullaart, Sanne Muis, Nadia Bloemendaal, Maria Chertova, Anaïs Couasnon, Jeroen C. J. H. Aerts
Journal: Communications Earth & Environment · DOI: 10.1038/s43247-021-00204-9 · Citations: 121
Matched topics: flood
Abstract Storm surges that occur along low-lying, densely populated coastlines can leave devastating societal, economical, and ecological impacts. To protect coastal communities from flooding, return periods of storm tides, defined as the combination of the surge and tide, must be accurately evaluated. Here we present storm tide return periods using a novel integration of two modelling techniques. For surges induced by extratropical cyclones, we use a 38-year time series based on the ERA5 cli…
Flow resistance of floodplain vegetation mixtures for modelling river flows
Authors: Walter Box, Juha Järvelä, Kaisa Västilä
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.126593 · Citations: 83
Matched topics: hydrologic model, river
River flows are greatly influenced by floodplain vegetation with implications on hydrological and hydraulic conditions from cross-sectional to river reach scales. Flow models need to reliably reflect changes in the riverine environment, such as vegetation growth associated with altered flow regimes, increased sediment loads and eutrophication. Leaf area index (LAI) based approaches are increasingly used as tools to predict the flow resistance caused by natural vegetation. However, current LAI…
Five ways to ensure flood-risk research helps the most vulnerable
Authors: Miyuki Hino, Earthea Nance
Journal: Nature · DOI: 10.1038/d41586-021-01750-0 · Citations: 72
Matched topics: flood
Abstract not available.
Mapping flood inundation areas using GIS and HEC-RAS model at Fetam River, Upper Abbay Basin, Ethiopia
Authors: Hunegnaw Desalegn, Arega Mulu
Journal: Scientific African · DOI: 10.1016/j.sciaf.2021.e00834 · Citations: 70
Matched topics: river, flood
Flood occurs due to rapid population growth, land degradation, and climate change, and causes harmful damages to human beings and properties. This can be minimized by giving attention to flood risk measures. One of these measures is inundating flood hazard areas. Therefore, this study was conducted to map flood inundation areas along the Fetam River using GIS and HEC_RAS. Flood inundation mapping is used to define the zones which are more susceptible to flood along the river when the release …
A novel hybrid XAJ-LSTM model for multi-step-ahead flood forecasting
Authors: Zhen Cui, Yanlai Zhou, Shenglian Guo, Jun Wang, Huanhuan Ba, Shaokun He
Journal: Hydrology research · DOI: 10.2166/nh.2021.016 · Citations: 69
Matched topics: hydrologic model, streamflow, flood
Abstract The conceptual hydrologic model has been widely used for flood forecasting, while long short-term memory (LSTM) neural network has been demonstrated a powerful ability to tackle time-series predictions. This study proposed a novel hybrid model by combining the Xinanjiang (XAJ) conceptual model and LSTM model (XAJ-LSTM) to achieve precise multi-step-ahead flood forecasts. The hybrid model takes flood forecasts of the XAJ model as the input variables of the LSTM model to enhance the ph…
Drought Analysis and Prediction
Drought research this week encompasses 5 studies covering monitoring, prediction, and impact assessment. Key work by Xu, Warter et al. highlights advances in drought characterization across multiple spatial and temporal scales.
Drought sensitivity of vegetation photosynthesis along the aridity gradient in northern China
Authors: Hao‐jie Xu, Xinping Wang, Chuanyan Zhao
Journal: International Journal of Applied Earth Observation and Geoinformation · DOI: 10.1016/j.jag.2021.102418 · Citations: 79
Matched topics: drought
Satellite remotely sensed solar-induced chlorophyll fluorescence (SIF) enjoys the intrinsic superiority to the detection of ecosystem-level photosynthetic capacity under drought stress, yet little is known about how drought accumulation and legacy effects shape vegetation photosynthetic activities as approximated by SIF. Hence, we quantified drought sensitivity of vegetation photosynthesis (DSVP) by evaluating the degree and time to which SIF responded to prolonged and previous droughts with …
Drought onset and propagation into soil moisture and grassland vegetation responses during the 2012–2019 major drought in Southern California
Authors: Maria Magdalena Warter, Michael Bliss Singer, Mark Cuthbert, Dar A. Roberts, K. K. Caylor, Romy Sabathier et al.
Journal: Hydrology and earth system sciences · DOI: 10.5194/hess-25-3713-2021 · Citations: 78
Matched topics: drought
Abstract. Despite clear signals of regional impacts of the recent severe drought in California, e.g., within Californian Central Valley groundwater storage and Sierra Nevada forests, our understanding of how this drought affected soil moisture and vegetation responses in lowland grasslands is limited. In order to better understand the resulting vulnerability of these landscapes to fire and ecosystem degradation, we aimed to generalize drought-induced changes in subsurface soil moisture and to…
Arbuscular mycorrhizal fungi enhance growth of tomato under normal and drought conditions, via different water regulation mechanisms
Authors: Georgios Leventis, Myrto Tsiknia, Maria Feka, Evangelia-Vasiliki Ladikou, Ioannis E. Papadakis, Iordanis Chatzipavlidis et al.
Journal: Rhizosphere · DOI: 10.1016/j.rhisph.2021.100394 · Citations: 78
Matched topics: drought
Abstract not available.
JMJ27‐mediated histone H3K9 demethylation positively regulates drought‐stress responses in Arabidopsis
Authors: Qiongli Wang, Peng Liu, Jing Hua, Xiaofeng Zhou, Bo Zhao, Yuan Li et al.
Journal: New Phytologist · DOI: 10.1111/nph.17593 · Citations: 76
Matched topics: drought
Dimethylation of histone H3 at lysine 9 (H3K9me2) is associated with heterochromatinization and transcriptional gene silencing in plants. The activation of sets of genes by drought stress is correlated with reduced H3K9me2 levels, but the role of H3K9 methylation in the regulation of drought-stress responses remains elusive. Here, we show that the Jumonji domain-containing H3K9 demethylase JMJ27 positively regulates drought-stress responses through its histone demethylase activity. RNA-seq an…
Transcriptome Analysis of Tolerant and Susceptible Maize Genotypes Reveals Novel Insights about the Molecular Mechanisms Underlying Drought Responses in Leaves
Authors: Joram Kiriga Waititu, Xingen Zhang, Tianci Chen, Chunyi Zhang, Yang Zhao, Huan Wang
Journal: International Journal of Molecular Sciences · DOI: 10.3390/ijms22136980 · Citations: 69
Matched topics: drought
L.) is the most essential food crop in the world. However, maize is highly susceptible to drought stress, especially at the seedling stage, and the molecular mechanisms underlying drought tolerance remain elusive. In this study, we conducted comparative transcriptome and physiological analyses of drought-tolerant (CML69) and susceptible (LX9801) inbred lines subjected to drought treatment at the seedling stage for three and five days. The tolerant line had significantly higher relative water …
Streamflow Forecasting and Machine Learning
Machine learning and data-driven approaches to streamflow prediction feature prominently with 6 papers. The studies demonstrate continued innovation in hybrid modeling frameworks, signal decomposition techniques, and ensemble methods for improved hydrological forecasting.
A hybrid deep learning algorithm and its application to streamflow prediction
Authors: Yongen Lin, Dagang Wang, Guiling Wang, Jianxiu Qiu, Kaihao Long, Yi Du et al.
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.126636 · Citations: 141
Matched topics: hydrologic model, streamflow
Abstract not available.
Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS
Authors: Taereem Kim, Tiantian Yang, Shang Gao, Lujun Zhang, Ziyu Ding, X. Wen et al.
Journal: Journal of Hydrology · DOI: 10.1016/J.JHYDROL.2021.126423 · Citations: 121
Matched topics: hydrologic model, streamflow
Abstract With recent developments in computational techniques, Data-driven Machine Learning Models (DMLs) have shown great potential in simulating streamflow and capturing the rainfall-runoff relationship in given watersheds, which are traditionally fulfilled by Process-based Hydrologic Models (PHMs). There are debates on whether the DMLs can outperform and possibly replace the classical PHMs for streamflow simulation and river forecasting, but no clear conclusions have been made. This study …
A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem
Authors: A. Ahmed, T. V. Lam, Nguyen Duy Hung, N. V. Thieu, Ö. Kisi, A. El-Shafie
Journal: Applied Soft Computing · DOI: 10.1016/J.ASOC.2021.107282 · Citations: 104
Matched topics: streamflow
Abstract Hydrological models play a crucial role in water planning and decision making. Machine Learning-based models showed several drawbacks for frequent high and a wide range of streamflow records. These models also experience problems during the training process such as over-fitting or trapping in searching for global optima To overcome these limitations, the current study attempts to hybridize the recently developed physics-inspired metaheuristic algorithms (MHAs) such as Equilibrium Opt…
Enhancing robustness of monthly streamflow forecasting model using gated recurrent unit based on improved grey wolf optimizer
Authors: Xuehua Zhao, Hanfang Lv, Lv Shujin, Yuting Sang, Yizhao Wei, Xueping Zhu
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.126607 · Citations: 79
Matched topics: hydrologic model, streamflow
Abstract not available.
Evaluating the uncertainty of eight approaches for separating the impacts of climate change and human activities on streamflow
Authors: Jinkai Luan, Yongqiang Zhang, Ning Ma, Jing Tian, Xiaojie Li, Dengfeng Liu
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.126605 · Citations: 68
Matched topics: hydrologic model, streamflow, climate change
Abstract not available.
Increasing annual streamflow and groundwater storage in response to climate warming in the Yangtze River source region
Authors: Wenxuan Yi, Yuqing Feng, Sihai Liang, Xingxing Kuang, Dezhao Yan, Li Wan
Journal: Environmental Research Letters · DOI: 10.1088/1748-9326/ac0f27 · Citations: 64
Matched topics: river, streamflow
Abstract Climate warming has been driving hydrological changes across the globe, especially in high latitude and altitude regions. Long-term (1962–2012) streamflow records and permafrost data in the Yangtze River source region were selected to analyze streamflow variations and groundwater storage in response to climate warming. Results of Mann–Kendall test and Morlet wavelet analysis show that the anomalies of both annual streamflow and winter baseflow are near the year 2010, and their main p…
Climate Change and Water Resources
Climate-water interactions are explored in 13 papers this week, addressing impacts on the cryosphere, water cycle components, and regional water resources under changing conditions.
Amazonia as a carbon source linked to deforestation and climate change
Authors: L. Gatti, L. Basso, John B. Miller, M. Gloor, Lucas Gatti Domingues, H. Cassol et al.
Journal: Nature · DOI: 10.1038/s41586-021-03629-6 · Citations: 738
Matched topics: climate change
Abstract not available.
Climate Change and Emerging Food Safety Issues: A Review
Authors: Ramona A. Duchenne-Moutien, Hudaa Neetoo
Journal: Journal of Food Protection · DOI: 10.4315/jfp-21-141 · Citations: 276
Matched topics: runoff, climate change
Abstract not available.
Adapting cities for climate change through urban green infrastructure planning
Authors: Reza Ramyar, Aidan Ackerman, Douglas M. Johnston
Journal: Cities · DOI: 10.1016/j.cities.2021.103316 · Citations: 195
Matched topics: climate change
Abstract not available.
Effects of climate change on combined labour productivity and supply: an empirical, multi-model study
Authors: Shouro Dasgupta, Nicole van Maanen, Simon N. Gosling, Franziska Piontek, Christian Otto, Carl‐Friedrich Schleussner
Journal: The Lancet Planetary Health · DOI: 10.1016/s2542-5196(21)00170-4 · Citations: 190
Matched topics: climate change
BACKGROUND: Although effects on labour is one of the most tangible and attributable climate impact, our quantification of these effects is insufficient and based on weak methodologies. Partly, this gap is due to the inability to resolve different impact channels, such as changes in time allocation (labour supply) and slowdown of work (labour productivity). Explicitly resolving those in a multi-model inter-comparison framework can help to improve estimates of the effects of climate change on l…
Climate Change, Land, Water, and Food Security: Perspectives From Sub-Saharan Africa
Authors: Samuel Appiah Ofori, Samuel Jerry Cobbina, Samuel Obiri
Journal: Frontiers in Sustainable Food Systems · DOI: 10.3389/fsufs.2021.680924 · Citations: 160
Matched topics: climate change
The current and projected warming of the earth is unequivocal with humans playing a strong role as both perpetrators and victims. The warming on the African continent is projected to be greater than the global average with an increased average temperature of 3–6°C by the end of the century under a high Representative Concentration Pathway. In Africa, the Sub-Saharan region is identified as the most vulnerable to the changing climate due to its very low capacity to adapt to or mitigate climate…
Comparison of physical-based, data-driven and hybrid modeling approaches for evapotranspiration estimation
Authors: Xiaolong Hu, Liangsheng Shi, Guang Lin, Lin Lin
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.126592 · Citations: 140
Matched topics: hydrology
Abstract not available.
Confirmation Bias and the Persistence of Misinformation on Climate Change
Authors: Yanmengqian Zhou, Lijiang Shen
Journal: Communication Research · DOI: 10.1177/00936502211028049 · Citations: 139
Matched topics: climate change
A web-based two (preexisting position: correct vs. incorrect) by two (message type: scientific information vs. misinformation) by three (messages) mixed design experimental study was conducted to test confirmation bias as a mechanism underlying the persistence of misinformation on climate change and to examine attitude certainty as a moderator of confirmation bias. Data collected with Qualtrics panels demonstrated robust confirmation bias in message and source perceptions, empathy, and percei…
Performance of the Taiwan Earth System Model in Simulating Climate Variability Compared With Observations and CMIP6 Model Simulations
Authors: Yi‐Chi Wang, Huang‐Hsiung Hsu, Chao‐An Chen, Wan‐Ling Tseng, Pei‐Chun Hsu, Cheng‐Wei Lin et al.
Journal: Journal of Advances in Modeling Earth Systems · DOI: 10.1029/2020ms002353 · Citations: 105
Matched topics: earth system model
Abstract This study evaluates the performance of the Taiwan Earth System Model version 1 (TaiESM1) in simulating the observed climate variability in the historical simulation of the Coupled Model Intercomparison Phase 6 (CMIP6). TaiESM1 is developed on the basis of the Community Earth System Model version 1.2.2, with the inclusion of several new physical schemes and improvements in the atmosphere model. The new additions include an improved triggering function in the cumulus convection scheme…
Changes in precipitation variability across time scales in multiple global climate model large ensembles
Authors: Raul R. Wood, Flavio Lehner, Angeline G. Pendergrass, Sarah Schlunegger
Journal: Environmental Research Letters · DOI: 10.1088/1748-9326/ac10dd · Citations: 99
Matched topics: hydrologic model
Abstract Anthropogenic changes in the variability of precipitation stand to impact both natural and human systems in profound ways. Precipitation variability encompasses not only extremes like droughts and floods, but also the spectrum of precipitation which populates the times between these extremes. Understanding the changes in precipitation variability alongside changes in mean and extreme precipitation is essential in unraveling the hydrological cycle’s response to warming. We use a suite…
Quasi‐Stationary Intense Rainstorms Spread Across Europe Under Climate Change
Authors: Abdullah Kahraman, Elizabeth Kendon, Steven Chan, Hayley J. Fowler
Journal: Geophysical Research Letters · DOI: 10.1029/2020gl092361 · Citations: 86
Matched topics: climate change
Abstract Under climate change, increases in precipitation extremes are expected due to higher atmospheric moisture. However, the total precipitation in an event also depends on the condensation rate, precipitation efficiency, and duration. Here, a new approach following an “ingredients‐based methodology” from severe weather forecasting identifies important aspects of the heavy precipitation response to climate change, relevant from an impacts perspective and hitherto largely neglected. Using …
Dynamics of invasive alien plant species in China under climate change scenarios
Authors: Wenqin Tu, Qinli Xiong, Xiaoping Qiu, Yong-Mei Zhang
Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2021.107919 · Citations: 80
Matched topics: climate change
The distribution dynamics of invasive alien plants is the fundamental information for early detection and rapid response (EDRR) to these species in a new habitat. Based on the field survey data and online databases, the present research work utilized Maximum Entropy model (Maxent) to simulate the distribution dynamics of four invasive plants Ageratina adenophora (Spreng.) R. M. King et H. Rob., Alternanthera philoxeroides (Mart.) Griseb., Ambrosia artemisiifolia L. and Mikania micrantha Kunth…
Climate change impacts on China’s marine ecosystems
Authors: Bin Kang, GT Pecl, Longshan Lin, Peng Sun, Peidong Zhang, Yuan Li et al.
Journal: Reviews in Fish Biology and Fisheries · DOI: 10.1007/s11160-021-09668-6 · Citations: 74
Matched topics: climate change
Abstract not available.
Satellite time series data reveal interannual and seasonal spatiotemporal evapotranspiration patterns in China in response to effect factors
Authors: Minghan Cheng, Xiyun Jiao, Xiuliang Jin, Binbin Li, Kaihua Liu, Lei Shi
Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2021.107046 · Citations: 70
Matched topics: seasonal
Abstract not available.
Hydrologic Modeling and Calibration
Hydrologic model development and evaluation features 7 papers covering precipitation estimation, model calibration, rainfall-runoff processes, and large-scale simulation advances.
Empirical estimate of forestation-induced precipitation changes in Europe
Authors: Ronny Meier, Jonas Schwaab, Sonia I. Seneviratne, Michael Sprenger, Elizabeth Lewis, Édouard L. Davin
Journal: Nature Geoscience · DOI: 10.1038/s41561-021-00773-6 · Citations: 133
Matched topics: land surface model
Abstract not available.
Rainfall-runoff modeling using LSTM-based multi-state-vector sequence-to-sequence model
Authors: Hanlin Yin, Xiuwei Zhang, Fandu Wang, Yanning Zhang, Runliang Xia, Jin Jin
Journal: Journal of Hydrology · DOI: 10.1016/J.JHYDROL.2021.126378 · Citations: 120
Matched topics: runoff
Abstract not available.
Improved Simulation of Arctic Circumpolar Land Area Snow Properties and Soil Temperatures
Authors: Alain Royer, Ghislain Picard, Céline Vargel, Alexandre Langlois, Isabelle Gouttevin, Marie Dumont
Journal: Frontiers in Earth Science · DOI: 10.3389/feart.2021.685140 · Citations: 94
Matched topics: hydrology
The impact of high latitude climate warming on Arctic snow cover and its insulating properties has key implications for the surface and soil energy balance. Few studies have investigated specific trends in Arctic snowpack properties because there is a lack of long-term in situ observations and current detailed snow models fail to represent the main traits of Arctic snowpacks. This results in high uncertainty in modeling snow feedbacks on ground thermal regime due to induced changes in snow in…
The value of water isotope data on improving process understanding in a glacierized catchment on the Tibetan Plateau
Authors: Yi Nan, Lide Tian, Zhihua He, Fuqiang Tian, Lili Shao
Journal: Hydrology and earth system sciences · DOI: 10.5194/hess-25-3653-2021 · Citations: 78
Matched topics: hydrologic model, runoff, streamflow
Abstract. This study integrated a water isotope module into the hydrological model THREW (Tsinghua Representative Elementary Watershed) which has been successfully used in high and cold regions. Signatures of oxygen stable isotope (18O) of different water inputs and stores were simulated coupling with the simulations of runoff generation. Isotope measurements of precipitation water samples and assumed constant isotope signature of ice meltwater were used to force the isotope module. Isotope s…
Embedding machine learning techniques into a conceptual model to improve monthly runoff simulation: A nested hybrid rainfall-runoff modeling
Authors: U. Okkan, Z. Ersoy, Ahmet Ali Kumanlioglu, O. Fistikoglu
Journal: Journal of Hydrology · DOI: 10.1016/J.JHYDROL.2021.126433 · Citations: 78
Matched topics: runoff
Abstract One of the frequently adopted hybridizations within the scope of rainfall-runoff modeling rests on directing various outputs simulated from the conceptual rainfall-runoff (CRR) models to machine learning (ML) techniques. In those coupled model exercises, after the parameter calibrations of the CRR models are made, their specific outputs constitute auxiliary inputs for the ML model training. However, in this parallel hybridization comprising two consecutive processes, performing the c…
Cause of Extreme Heavy and Persistent Rainfall over Yangtze River in Summer 2020
Authors: Xiao Pan, Tim Li, Ying Sun, Zhiwei Zhu
Journal: Advances in Atmospheric Sciences · DOI: 10.1007/s00376-021-0433-3 · Citations: 77
Matched topics: river
Abstract Record-breaking heavy and persistent precipitation occurred over the Yangtze River Valley (YRV) in June-July (JJ) 2020. An observational data analysis has indicated that the strong and persistent rainfall arose from the confluence of southerly wind anomalies to the south associated with an extremely strong anomalous anticyclone over the western North Pacific (WNPAC) and northeasterly anomalies to the north associated with a high-pressure anomaly over Northeast Asia. A further observa…
Performance evaluation of reanalysis precipitation products in Egypt using fuzzy entropy time series similarity analysis
Authors: Mohammed Magdy Hamed, Mohamed Salem Nashwan, Shamsuddin Shahid
Journal: International Journal of Climatology · DOI: 10.1002/joc.7286 · Citations: 64
Matched topics: land surface model
Abstract Selection of suitable gridded precipitation data is deemed for hydroclimatic assessment and climate change impact analysis, especially in regions where long‐term reliable precipitation data is unavailable. A novel approach based on fuzzy entropy similarity analysis (FESA) is proposed to evaluate the performance of four reanalysis gridded precipitation datasets (GPDs) for Egypt, namely European Reanalysis v.5. (ERA5), TerraClimate, Global Land Data Assimilation System (GLDAS)—Noah Lan…
Water Management and Sustainability
Water management research spans 12 papers addressing topics from irrigation optimization and reservoir operations to water resource assessment and sustainability frameworks.
Detection of selected tire wear compounds in urban receiving waters
Authors: Cassandra Johannessen, Paul A. Helm, Chris D. Metcalfe
Journal: Environmental Pollution · DOI: 10.1016/j.envpol.2021.117659 · Citations: 225
Matched topics: runoff, surface water
Abstract not available.
Dam builders and their works: Beaver influences on the structure and function of river corridor hydrology, geomorphology, biogeochemistry and ecosystems
Authors: A. Larsen, J. Larsen, S. Lane
Journal: Earth-Science Reviews · DOI: 10.1016/J.EARSCIREV.2021.103623 · Citations: 160
Matched topics: hydrology, river
Abstract Beavers (Castor fiber, Castor canadensis) are one of the most influential mammalian ecosystem engineers, heavily modifying river corridor hydrology, geomorphology, nutrient cycling, and ecosystems. As an agent of disturbance, they achieve this first and foremost through dam construction, which impounds flow and increases the extent of open water, and from which all other landscape and ecosystem impacts follow. After a long period of local and regional eradication, beaver populations …
Heatwaves in Southeast Asia and Their Changes in a Warmer World
Authors: Zizhen Dong, Lin Wang, Ying Sun, Ting Hu, Atsamon Limsakul, Patama Singhruck et al.
Journal: Earth s Future · DOI: 10.1029/2021ef001992 · Citations: 137
Matched topics: earth system model
Abstract Based on the observational dataset SA‐OBS and model outputs from the Community Earth System Model Large Ensemble project, this study investigates heatwaves in Southeast Asia in the current and future warmer climate. A heatwave is detected when the daily maximum temperature exceeds the 90th percentile threshold at each grid for at least three consecutive days. Three characteristics describing the frequency, duration, and amplitude of heatwaves are examined, including the sum of heatwa…
Pre- and within-season crop type classification trained with archival land cover information
Authors: David M. Johnson, Richard Mueller
Journal: Remote Sensing of Environment · DOI: 10.1016/j.rse.2021.112576 · Citations: 117
Matched topics: land surface model, earth system model
Abstract not available.
The effectiveness of urban green infrastructure in reducing surface urban heat island
Authors: Maryam F. Abdulateef, Hoda A. S. Al-Alwan
Journal: Ain Shams Engineering Journal · DOI: 10.1016/j.asej.2021.06.012 · Citations: 101
Matched topics: land surface model
In the era of the devastating impacts of climate change, many cities around the world make strenuous efforts to find suitable and sustainable adaptation strategies to address the climatic dangers. In the past decades, Baghdad city witnessed an increase in the intensity of surface urban heat island (SUHI) as a result of the change in land cover and population density. By reviewing the related literature, it was found that many studies discussed SUHI intensity and causes, yet there is limited k…
Seasonal changes in GPP/SIF ratios and their climatic determinants across the Northern Hemisphere
Authors: Anping Chen, Jiafu Mao, Daniel Ricciuto, Dan Lu, Jingfeng Xiao, Xing Li et al.
Journal: Global Change Biology · DOI: 10.1111/gcb.15775 · Citations: 85
Matched topics: seasonal
Satellite-derived sun-induced chlorophyll fluorescence (SIF) has been increasingly used for estimating gross primary production (GPP). However, the relationship between SIF and GPP has not been well defined, impeding the translation of satellite observed SIF to GPP. Previous studies have generally assumed a linear relationship between SIF and GPP at daily and longer time scales, but support for this assumption is lacking. Here, we used the GPP/SIF ratio to investigate seasonal variations in t…
Agroforestry-Based Ecosystem Services: Reconciling Values of Humans and Nature in Sustainable Development
Authors: Meine van Noordwijk
Journal: Land · DOI: 10.3390/land10070699 · Citations: 84
Matched topics: hydrology
Agroforestry as active area of multi-, inter-, and transdisciplinary research aims to bridge several artificial divides that have respectable historical roots but hinder progress toward sustainable development goals. These include: (1) The segregation of “forestry trees” and “agricultural crops”, ignoring the continuity in functional properties and functions; the farm-scale “Agroforestry-1” concept seeks to reconnect perennial and annual, woody and nonwoody plants across the forest–agricultur…
Quality assessment of freshwaters from a coastal city of southern Bangladesh: Irrigation feasibility and preliminary health risks appraisal
Authors: Md. Abu Bakar Siddique, Rahat Khan, Abu Reza Md. Towfiqul Islam, Md Kowsar Alam, Md. Shahinur Islam, Md. Saddam Hossain et al.
Journal: Environmental Nanotechnology Monitoring & Management · DOI: 10.1016/j.enmm.2021.100524 · Citations: 77
Matched topics: surface water, irrigation
Abstract not available.
The Drying Regimes of Non‐Perennial Rivers and Streams
Authors: Adam N. Price, C. Nathan Jones, John C. Hammond, Margaret Zimmer, Samuel C. Zipper
Journal: Geophysical Research Letters · DOI: 10.1029/2021gl093298 · Citations: 75
Matched topics: river, streamflow
Abstract The flow regime paradigm is central to the aquatic sciences, where flow drives critical functions in lotic systems. Non‐perennial streams comprise the majority of global river length, thus we extended this paradigm to stream drying. Using 894 USGS gages, we isolated 25,207 drying events from 1979 to 2018, represented by a streamflow peak followed by no flow. We calculated hydrologic signatures for each drying event and using multivariate statistics, grouped events into drying regimes…
Global Cooling Hiatus Driven by an AMOC Overshoot in a Carbon Dioxide Removal Scenario
Authors: Soon‐Il An, Jongsoo Shin, Sang‐Wook Yeh, Seok‐Woo Son, Jong‐Seong Kug, Seung‐Ki Min et al.
Journal: Earth s Future · DOI: 10.1029/2021ef002165 · Citations: 73
Matched topics: earth system model
Abstract The reversibility of global mean surface temperature was examined by a transient CO 2 reversibility experiment using an Earth system model. The results showed that after CO 2 ramp‐up toward CO 2 quadrupling and ramp‐down returned to the present‐day level, the global mean surface temperature kept decreasing but stopped to change for ∼40 years in the early net‐zero CO 2 emission period. This period, referred to a cooling hiatus, resulted from a compensation between Southern Hemisphere …
Nitrogen retention effect of riparian zones in agricultural areas: A meta-analysis
Authors: Chunjian Lyu, Xiaojie Li, Peng Yuan, Yonghui Song, Hongjie Gao, Xiaoling Liu et al.
Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2021.128143 · Citations: 72
Matched topics: hydrology, runoff
Abstract not available.
Groundwater quality, health risk, and major influencing factors in the lower Beiluo River watershed of northwest China
Authors: Yanlin Li, Peiyue Li, Xinghan Cui, Song He
Journal: Human and Ecological Risk Assessment An International Journal · DOI: 10.1080/10807039.2021.1940834 · Citations: 67
Matched topics: river
Groundwater is the major water source for irrigation and domestic purposes in and around Beiluo River watershed, Guanzhong Basin of northwestern China. To provide a scientific basis for sustainable groundwater development, 25 groundwater samples in the lower Beiluo River watershed were collected and analyzed. The overall groundwater quality was assessed through entropy-weighted water quality index (EWQI) and US Salinity Laboratory (USSL) diagrams. The non-carcinogenic human health risks cause…
Statistics
| Metric | Count |
|---|---|
| Databases searched | 2 |
| Topics searched | 16 |
| Total papers fetched | 867 |
| After deduplication | 684 |
| After LLM relevance filtering | 50 |
| Rejected (not relevant) | 634 |
Papers by journal
| Journal | Papers |
|---|---|
| Journal of Hydrology | 9 |
| Nature | 2 |
| Hydrology and earth system sciences | 2 |
| Environmental Research Letters | 2 |
| Geophysical Research Letters | 2 |
| Earth s Future | 2 |
| The Science of The Total Environment | 1 |
| Communications Earth & Environment | 1 |
| Scientific African | 1 |
| Hydrology research | 1 |
| International Journal of Applied Earth Observation and Geoinformation | 1 |
| Rhizosphere | 1 |
| New Phytologist | 1 |
| International Journal of Molecular Sciences | 1 |
| Applied Soft Computing | 1 |
| Journal of Food Protection | 1 |
| Cities | 1 |
| The Lancet Planetary Health | 1 |
| Frontiers in Sustainable Food Systems | 1 |
| Communication Research | 1 |
| Journal of Advances in Modeling Earth Systems | 1 |
| Ecological Indicators | 1 |
| Reviews in Fish Biology and Fisheries | 1 |
| Agricultural Water Management | 1 |
| Nature Geoscience | 1 |
| Frontiers in Earth Science | 1 |
| Advances in Atmospheric Sciences | 1 |
| International Journal of Climatology | 1 |
| Environmental Pollution | 1 |
| Earth-Science Reviews | 1 |
| Remote Sensing of Environment | 1 |
| Ain Shams Engineering Journal | 1 |
| Global Change Biology | 1 |
| Land | 1 |
| Environmental Nanotechnology Monitoring & Management | 1 |
| Journal of Cleaner Production | 1 |
| Human and Ecological Risk Assessment An International Journal | 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