Weekly Literature Review
Week 52 · December 27–January 2, 2022
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
- Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments
- A Critical Review of Real-Time Modelling of Flood Forecasting in Urban Drainage Systems
- Modeling of microflow during viscoelastic polymer flooding in heterogenous reservoirs of Daqing Oilfield
- OmbriaNet—Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion
- Integrating remote sensing and social sensing for flood mapping
- Who Bears Flood Risk? Evidence from Mortgage Markets in Florida
- Urban flood forecasting based on the coupling of numerical weather model and stormwater model: A case study of Zhengzhou city
- Sentinel-1-Based Water and Flood Mapping: Benchmarking Convolutional Neural Networks Against an Operational Rule-Based Processing Chain
- A modelling framework to design an evacuation support system for healthcare infrastructures in response to major flood events
- Drought Analysis and Prediction
- Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China.
- A bHLH transcription factor, SlbHLH96, promotes drought tolerance in tomato
- Terrestrial ecosystem response to flash droughts over India
- Assessment of global meteorological, hydrological and agricultural drought under future warming based on CMIP6
- Substantial increase of compound droughts and heatwaves in wheat growing seasons worldwide
- Relative effect of anthropogenic warming and natural climate variability to changes in Compound drought and heatwaves
- High-resolution propagation time from meteorological to agricultural drought at multiple levels and spatiotemporal scales
- High-Temperature and Drought Stress Effects on Growth, Yield and Nutritional Quality with Transpiration Response to Vapor Pressure Deficit in Lentil
- Streamflow Forecasting and Machine Learning
- Climate Change and Water Resources
- The dominant influencing factors of desertification changes in the source region of Yellow River: Climate change or human activity?
- Sustainable biochar: A facile strategy for soil and environmental restoration, energy generation, mitigation of global climate change and circular bioeconomy
- The impact of climate change on food and human security in Nigeria
- Hospitality Industry 4.0 and Climate Change
- Fighting Climate Change: International Attitudes Toward Climate Policies
- Socioeconomic geography of climate change views in Europe
- Global climate-driven trade-offs between the water retention and cooling benefits of urban greening
- Measurement of climate change anxiety and its mediating effect between experience of climate change and mitigation actions of Filipino youth
- Soil carbon sequestration for climate change mitigation: Mineralization kinetics of organic inputs as an overlooked limitation
- Assessing climate change projections in the Volta Basin using the CORDEX-Africa climate simulations and statistical bias-correction
- Hydrologic Modeling and Calibration
- Runoff changes in the major river basins of China and their responses to potential driving forces
- Effects of grass vegetation coverage and position on runoff and sediment yields on the slope of Loess Plateau, China
- Uncertainty Analysis of Digital Elevation Models by Spatial Inference From Stable Terrain
- A numerical investigation of slope stability influenced by the combined effects of reservoir water level fluctuations and precipitation: A case study of the Bianjiazhai landslide in China
- A comparison of performance of SWAT and machine learning models for predicting sediment load in a forested Basin, Northern Spain
- Water Management and Sustainability
- Overview of the MOSAiC expedition: Atmosphere
- Deep learning based computer vision approaches for smart agricultural applications
- A review of thermal energy storage technologies for seasonal loops
- Rapid glacier mass loss in the Southeastern Tibetan Plateau since the year 2000 from satellite observations
- Similar geographic patterns but distinct assembly processes of abundant and rare bacterioplankton communities in river networks of the Taihu Basin.
- Seasonality and timing of sea ice mass balance and heat fluxes in the Arctic transpolar drift during 2019–2020
- Arctic sea ice albedo: Spectral composition, spatial heterogeneity, and temporal evolution observed during the MOSAiC drift
- Source and formation process impact the chemodiversity of rainwater dissolved organic matter along the Yangtze River Basin in summer
- Spatiotemporal evolution of melt ponds on Arctic sea ice
- The influence of hydraulic characteristics on algal bloom in three gorges reservoir, China: A combination of cultural experiments and field monitoring
- Optimizing the sizes of wind and photovoltaic plants complementarily operating with cascade hydropower stations: Balancing risk and benefit
- Design and implementation of solar-powered with IoT-Enabled portable irrigation system
- Optimising the water we eat—rethinking policy to enhance productive and sustainable use of water in agri-food systems across scales
- Glacial Lake Area Changes in High Mountain Asia during 1990–2020 Using Satellite Remote Sensing
- Drip irrigation with nanobubble oxygenated treated wastewater improves soil aeration
- Groundwater quality assessment for safe drinking water and irrigation purposes in Malda district, Eastern India
- Statistics
- Filtering Criteria
Flood Modeling and Risk Assessment
This week features 9 papers advancing flood science, spanning susceptibility mapping, risk assessment, and hydrodynamic modeling. Notable contributions from Jiang, Piadeh et al. The studies collectively advance both data-driven and physically-based approaches to flood prediction and management.
Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments
Authors: Shijie Jiang, Yi Zheng, Chao Wang, Vladan Babovic
Journal: Water Resources Research · DOI: 10.1029/2021wr030185 · Citations: 217
Matched topics: hydrologic model, flood
Abstract Long short‐term memory (LSTM) networks represent one of the most prevalent deep learning (DL) architectures in current hydrological modeling, but they remain black boxes from which process understanding can hardly be obtained. This study aims to demonstrate the potential of interpretive DL in gaining scientific insights using flood prediction across the contiguous United States (CONUS) as a case study. Two interpretation methods were adopted to decipher the machine‐captured patterns …
A Critical Review of Real-Time Modelling of Flood Forecasting in Urban Drainage Systems
Authors: Farzad Piadeh, K. Behzadian, A. Alani
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2022.127476 · Citations: 148
Matched topics: flood
There has been a strong tendency in recent decades to develop real-time urban flood prediction models for early warning to the public due to a large number of worldwide urban flood occurrences and their disastrous consequences. While a significant breakthrough has been made so far, there are still some potential knowledge gaps that need further investigation. This paper presents a comprehensive review of the current state-of-the-art and future trends of real-time modelling of flood forecastin…
Modeling of microflow during viscoelastic polymer flooding in heterogenous reservoirs of Daqing Oilfield
Authors: Huiying Zhong, Yuanyuan He, Erlong Yang, Yongbin Bi, Tingbao Yang
Journal: Journal of Petroleum Science and Engineering · DOI: 10.1016/j.petrol.2021.110091 · Citations: 103
Matched topics: reservoir, flood
Abstract not available.
OmbriaNet—Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion
Authors: Georgios I. Drakonakis, Grigorios Tsagkatakis, Konstantina Fotiadou, Panagiotis Tsakalides
Journal: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · DOI: 10.1109/jstars.2022.3155559 · Citations: 74
Matched topics: flood
Regions around the world experience adverse climate-change-induced conditions that pose severe risks to the normal and sustainable operations of modern societies. Extreme weather events, such as floods, rising sea levels, and storms, stand as characteristic examples that impair the core services of the global ecosystem. Especially floods have a severe impact on human activities, hence, early and accurate delineation of the disaster is of top priority since it provides environmental, economic,…
Integrating remote sensing and social sensing for flood mapping
Authors: Rizwan Sadiq, Zainab Akhtar, Muhammad Imran, Ferda Ofli
Journal: Remote Sensing Applications Society and Environment · DOI: 10.1016/j.rsase.2022.100697 · Citations: 72
Matched topics: flood
Flood events cause substantial damage to infrastructure and disrupt livelihoods. Timely monitoring of flood extent helps authorities identify severe impacts and plan relief operations. Remote sensing through satellite imagery is an effective method to identify flooded areas. However, critical contextual information about the severity of structural damage or urgent needs of affected population cannot be obtained from remote sensing alone. On the other hand, social sensing through microblogging…
Who Bears Flood Risk? Evidence from Mortgage Markets in Florida
Authors: Parinitha Sastry
Journal: SSRN Electronic Journal · DOI: 10.2139/ssrn.4306291 · Citations: 72
Matched topics: flood
Abstract not available.
Urban flood forecasting based on the coupling of numerical weather model and stormwater model: A case study of Zhengzhou city
Authors: Huiliang Wang, Yuxin Hu, Yuan Guo, Zening Wu, Denghua Yan
Journal: Journal of Hydrology Regional Studies · DOI: 10.1016/j.ejrh.2021.100985 · Citations: 72
Matched topics: flood
Urban built-up area of Zhengzhou, China. A coupled urban flood forecasting model based on WRF-SWMM is proposed. Different spatial resolution data as input for WRF (Weather Research and Forecasting Model) to study the characteristics of forecasting precipitation, combined with measured precipitation series, the SWMM (Storm Water Management Model) was driven to forecast the urban flood process. Using the WRF-SWMM coupling model to simulate flood disasters can effectively improve the timeliness …
Sentinel-1-Based Water and Flood Mapping: Benchmarking Convolutional Neural Networks Against an Operational Rule-Based Processing Chain
Authors: Max Bereczky, Marc Wieland, Christian Krullikowski, Sandro Martinis, Simon Plank
Journal: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · DOI: 10.1109/jstars.2022.3152127 · Citations: 63
Matched topics: flood
In this study, the effectiveness of several convolutional neural network architectures (AlbuNet-34/FCN/DeepLabV3+/U-Net/U-Net++) for water and flood mapping using Sentinel-1 amplitude data is compared to an operational rule-based processor (S-1FS). This comparison is made using a globally distributed dataset of Sentinel-1 scenes and the corresponding ground truth water masks derived from Sentinel-2 data to evaluate the performance of the classifiers on a global scale in various environmental …
A modelling framework to design an evacuation support system for healthcare infrastructures in response to major flood events
Authors: Maziar Yazdani, Mohammad Mojtahedi, Martin Loosemore, David Sanderson
Journal: Progress in Disaster Science · DOI: 10.1016/j.pdisas.2022.100218 · Citations: 62
Matched topics: flood
Extreme weather events such as floods are predicted to become increasingly common and severe as the climate changes. Effectively functioning hospitals are critical to a community’s resilience to the adverse health impacts of such events. Yet many hospitals have not been designed with extreme weather risks in mind and are built in flood-prone areas, raising concerns about their ability to support community healthcare needs when they eventuate. While considerable research has been conducted on …
Drought Analysis and Prediction
Drought research this week encompasses 8 studies covering monitoring, prediction, and impact assessment. Key work by Cao, Liang et al. highlights advances in drought characterization across multiple spatial and temporal scales.
Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China.
Authors: Shengpeng Cao, Lifeng Zhang, Yi He, Yali Zhang, Yi Chen, Sheng Yao et al.
Journal: Science of the Total Environment · DOI: 10.1016/j.scitotenv.2022.153270 · Citations: 194
Matched topics: drought
Meteorological drought is one of the driving forces behind agricultural drought. The response of agricultural drought to meteorological drought remains poorly understood under different climatic zones and vegetation types in Northwest China (NWC). Furthermore, the contribution of climate factors and human activities to agricultural drought in NWC remains unclear. We combined the Standardized Precipitation Evapotranspiration Index (SPEI) and the satellite Vegetation Condition Index (VCI) to ch…
A bHLH transcription factor, SlbHLH96, promotes drought tolerance in tomato
Authors: Yunfei Liang, Fang Ma, Boyu Li, Cong Guo, Tixu Hu, Mingke Zhang et al.
Journal: Horticulture Research · DOI: 10.1093/hr/uhac198 · Citations: 122
Matched topics: drought
mediated drought tolerance in tomato plants, which can be exploited for breeding drought-resilient crops.
Terrestrial ecosystem response to flash droughts over India
Authors: Vikas Poonia, Manish Kumar Goyal, Srinidhi Jha, Saket Dubey
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.127402 · Citations: 117
Matched topics: drought
Abstract not available.
Assessment of global meteorological, hydrological and agricultural drought under future warming based on CMIP6
Authors: Jianxin Zeng, Jiaxian Li, Xingjie Lu, Zhongwang Wei, Wei Shangguan, Shupeng Zhang et al.
Journal: Atmospheric and Oceanic Science Letters · DOI: 10.1016/j.aosl.2021.100143 · Citations: 83
Matched topics: drought
Quantifying the changes and propagation of drought is of great importance for regional eco-environmental safety and water-related disaster management under global warming. In this study, phase 6 of the Coupled Model Intercomparison Project was employed to examine future meteorological (Standardized Precipitation Index, SPI, and Standardized Precipitation–Evapotranspiration Index, SPEI), hydrological (Standardized Runoff Index, SRI), and agricultural (Standardized Soil moisture Index, SSI) dro…
Substantial increase of compound droughts and heatwaves in wheat growing seasons worldwide
Authors: Yan He, Jiayi Fang, Wei Xu, Peijun Shi
Journal: International Journal of Climatology · DOI: 10.1002/joc.7518 · Citations: 78
Matched topics: drought
Abstract Droughts and heatwaves are the most detrimental climatic threats to global wheat production, their spatiotemporal coexistence (compound drought and heatwave events [CDHEs]) can cause synergistic and amplified impacts on wheat yield, which call for an improved understating of their characteristics and variations that related to wheat growth. Past decade has witnessed a surge in the study of CDHEs in terms of their causative mechanisms, variabilities and impacts; however, changes in CD…
Relative effect of anthropogenic warming and natural climate variability to changes in Compound drought and heatwaves
Authors: Sourav Mukherjee, Ashok K. Mishra, Moetasim Ashfaq, Shih‐Chieh Kao
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.127396 · Citations: 77
Matched topics: drought
Abstract not available.
High-resolution propagation time from meteorological to agricultural drought at multiple levels and spatiotemporal scales
Authors: Yifei Li, Shengzhi Huang, Hanye Wang, Xudong Zheng, Qiang Huang, Mingjiang Deng et al.
Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2021.107428 · Citations: 75
Matched topics: drought
Abstract not available.
High-Temperature and Drought Stress Effects on Growth, Yield and Nutritional Quality with Transpiration Response to Vapor Pressure Deficit in Lentil
Authors: Noureddine El Haddad, Hasnae Choukri, Michel Edmond Ghanem, Abdelaziz Smouni, Rachid Mentag, Karthika Rajendran et al.
Journal: Plants · DOI: 10.3390/plants11010095 · Citations: 69
Matched topics: drought
trait has the potential to select for increased lentil yields under field water-deficit environments.
Streamflow Forecasting and Machine Learning
Machine learning and data-driven approaches to streamflow prediction feature prominently with 2 papers. The studies demonstrate continued innovation in hybrid modeling frameworks, signal decomposition techniques, and ensemble methods for improved hydrological forecasting.
Using Optimized Deep Learning to Predict Daily Streamflow: A Comparison to Common Machine Learning Algorithms
Authors: K. Khosravi, A. Golkarian, J. Tiefenbacher
Journal: Water resources management · DOI: 10.1007/s11269-021-03051-7 · Citations: 80
Matched topics: streamflow
Abstract not available.
Directed Graph Deep Neural Network for Multi-step Daily Streamflow Forecasting
Authors: Yongqi Liu, Guibing Hou, Feng Huang, Hui Qin, Baohua Wang, Ling Yi
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2022.127515 · Citations: 70
Matched topics: streamflow
Abstract not available.
Climate Change and Water Resources
Climate-water interactions are explored in 10 papers this week, addressing impacts on the cryosphere, water cycle components, and regional water resources under changing conditions.
The dominant influencing factors of desertification changes in the source region of Yellow River: Climate change or human activity?
Authors: Bing Guo, Cuixia Wei, Yang Yu, Yifeng Liu, Jialin Li, Chao Meng et al.
Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2021.152512 · Citations: 156
Matched topics: river, climate change
Abstract not available.
Sustainable biochar: A facile strategy for soil and environmental restoration, energy generation, mitigation of global climate change and circular bioeconomy
Authors: Suvadip Neogi, Vikas Sharma, Nawaz Khan, Deepshi Chaurasia, Anees Ahmad, Shraddha Chauhan et al.
Journal: Chemosphere · DOI: 10.1016/j.chemosphere.2021.133474 · Citations: 125
Matched topics: climate change
Abstract not available.
The impact of climate change on food and human security in Nigeria
Authors: Kelechi Johnmary Ani, Vincent Okwudiba Anyika, Emmanuel Mutambara
Journal: International Journal of Climate Change Strategies and Management · DOI: 10.1108/ijccsm-11-2020-0119 · Citations: 102
Matched topics: climate change
Purpose The purpose of this study is to unravel the changing nature of climate change impact on the food and human security sector of the Nigerian State. Design/methodology/approach This study is an in-depth case study that involves the use of both quantitative and qualitative data. Statistical data on climate variability in Nigeria obtained from reliable databases were use in the making of analysis. Also, data derived from semi-structure interviews and special reports from International Non-…
Hospitality Industry 4.0 and Climate Change
Authors: Adel Ben Youssef, Adelina Zeqiri
Journal: HAL (Le Centre pour la Communication Scientifique Directe) · DOI: 10.1007/s43615-021-00141-x · Citations: 101
Matched topics: climate change
Abstract not available.
Fighting Climate Change: International Attitudes Toward Climate Policies
Authors: Antoine Dechezleprêtre, Adrien Fabre, Tobias Kruse, Bluebery Planterose, Ana Sánchez Chico, Stefanie Stantcheva
Journal: SSRN Electronic Journal · DOI: 10.2139/ssrn.4165337 · Citations: 96
Matched topics: climate change
Abstract not available.
Socioeconomic geography of climate change views in Europe
Authors: Mikko Weckroth, Sanna Ala-Mantila
Journal: Global Environmental Change · DOI: 10.1016/j.gloenvcha.2021.102453 · Citations: 84
Matched topics: climate change
Climate change views have their socioeconomic foundations but also specific geographies. In merging these perspectives, this analysis uses ESS Round 8 data from 23 European countries to examine whether climate change scepticism and concern, pro-environmental personal norm and a willingness to engage in energy-saving behaviour exhibit, first, urban–rural and/or regional differences, and second, if these attitudes can be explained at individual level by socioeconomic position and wellbeing reso…
Global climate-driven trade-offs between the water retention and cooling benefits of urban greening
Authors: Mark Cuthbert, Gabriel C. Rau, Marie Ekström, Denis M. O’Carroll, Adam J. Bates
Journal: Repository KITopen (Karlsruhe Institute of Technology) · DOI: 10.5445/ir/1000142825 · Citations: 80
Matched topics: hydrologic model
Urban greening can potentially help mitigate heat-related mortality and flooding facing the >4 billion urban population worldwide. However, the geographical variation of the relative combined hydrological and thermal performance benefits of such interventions are unknown. Here we quantify globally, using a hydrological model, how climate-driven trade-offs exist between hydrological retention and cooling potential of urban greening such as green roofs and parks. Using a Budyko framework, we…
Measurement of climate change anxiety and its mediating effect between experience of climate change and mitigation actions of Filipino youth
Authors: Patricia D. Simon, Karmia A. Pakingan, John Jamir Benzon R. Aruta
Journal: The Educational and Developmental Psychologist · DOI: 10.1080/20590776.2022.2037390 · Citations: 77
Matched topics: climate change
Objective This study aimed to 1) investigate the psychometric properties of the Climate Change Anxiety Scale or CCAS (Clayton & Karazsia, 2020) and 2) examine the mediating role of climate change anxiety on the link between experience of climate change and behavioural engagement in climate mitigation in Filipino youth.Method A total of 452 Filipino adolescents responded to the survey (Mean Age = 19.18, SD = .99).Results A modified two-factor model of the CCAS displayed superior fit relative t…
Soil carbon sequestration for climate change mitigation: Mineralization kinetics of organic inputs as an overlooked limitation
Authors: Jacques Berthelin, Magdeline Laba, G. Lemaire, D. S. Powlson, D. Tessier, Michelle M. Wander et al.
Journal: European Journal of Soil Science · DOI: 10.1111/ejss.13221 · Citations: 70
Matched topics: climate change
Abstract Over the last few years, the question of whether soil carbon sequestration could contribute significantly to climate change mitigation has been the object of numerous debates. All of these debates so far appear to have entirely overlooked a crucial aspect of the question. It concerns the short‐term mineralization kinetics of fresh organic matter added to soils, which is occasionally alluded to in the literature, but is almost always subsumed in a broader modelling context. In the pre…
Assessing climate change projections in the Volta Basin using the CORDEX-Africa climate simulations and statistical bias-correction
Authors: Kofi A. Yeboah, Komlavi Akpoti, Amos T. Kabo–bah, Eric Antwi Ofosu, Ebenezer K. Siabi, Eric Mensah Mortey et al.
Journal: Environmental Challenges · DOI: 10.1016/j.envc.2021.100439 · Citations: 69
Matched topics: climate change
Climate change potential impacts are evaluated through the changes in the local and regional climate. However, Global and Regional Climate simulated outputs do not often capture these changes well, hampering their direct applicability. Impact studies using coarse resolution data require bias-correction of climate variables, a process that minimizes the discrepancy between observed and simulated climate variables. This study assessed climate projections in the Volta Basin using an ensemble of …
Hydrologic Modeling and Calibration
Hydrologic model development and evaluation features 5 papers covering precipitation estimation, model calibration, rainfall-runoff processes, and large-scale simulation advances.
Runoff changes in the major river basins of China and their responses to potential driving forces
Authors: Lin Yang, Guangju Zhao, P. Tian, Xingmin Mu, X. Tian, Jiahao Feng et al.
Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2022.127536 · Citations: 171
Matched topics: river, runoff
Abstract not available.
Effects of grass vegetation coverage and position on runoff and sediment yields on the slope of Loess Plateau, China
Authors: P. Shi, Peng Li, Zhan-bin Li, Jingmei Sun, D. Wang, Zhiqiang Min
Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2021.107231 · Citations: 154
Matched topics: runoff
Abstract Soil erosion poses serious challenge to the sustainable utilization of soil and water resources worldwide. Vegetation restoration can sufficiently improve the environment and reduce soil erosion. It is important to evaluate the effects of vegetation coverage and position on surface runoff and sediment yield. Therefore, this study simulated four vegetation coverage rates (0%, 20%, 40%, and 60%) and two vegetation distribution positions (downslope and upslope) to study the runoff and s…
Uncertainty Analysis of Digital Elevation Models by Spatial Inference From Stable Terrain
Authors: Romain Hugonnet, Fanny Brun, Étienne Berthier, Amaury Dehecq, Erik Schytt Mannerfelt, Nicolas Eckert et al.
Journal: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · DOI: 10.1109/jstars.2022.3188922 · Citations: 110
Matched topics: hydrology
The monitoring of Earth’s and planetary surface elevations at larger and finer scales is rapidly progressing through the increasing availability and resolution of digital elevation models (DEMs). Surface elevation observations are being used across an expanding range of fields to study topographical attributes and their changes over time, notably in glaciology, hydrology, volcanology, seismology, forestry and geomorphology. However, DEMs frequently contain large-scale instrument noise …
A numerical investigation of slope stability influenced by the combined effects of reservoir water level fluctuations and precipitation: A case study of the Bianjiazhai landslide in China
Authors: Laxman Kafle, Wen-Jie Xu, Shu-Yuan Zeng, Thomas Nagel
Journal: Engineering Geology · DOI: 10.1016/j.enggeo.2021.106508 · Citations: 94
Matched topics: reservoir
Abstract not available.
A comparison of performance of SWAT and machine learning models for predicting sediment load in a forested Basin, Northern Spain
Authors: Patricia Jimeno‐Sáez, Raquel Martínez‐España, Javier Casalí, Julio Pérez‐Sánchez, Javier Senent‐Aparicio
Journal: CATENA · DOI: 10.1016/j.catena.2021.105953 · Citations: 75
Matched topics: streamflow
In water bodies, sediment transport is a potential source of numerous negative effects on water resource projects and can damage environmental services. Two machine learning (ML) algorithms, the M5P and random forest (RF) models, have been explored for the first time as alternatives to the Soil and Water Assessment Tool (SWAT) model to estimate suspended sediment load (SSL) in the Oskotz river basin, a forested experimental basin in Navarra, northern Spain. In the ML models, streamflow and pr…
Water Management and Sustainability
Water management research spans 16 papers addressing topics from irrigation optimization and reservoir operations to water resource assessment and sustainability frameworks.
Overview of the MOSAiC expedition: Atmosphere
Authors: Matthew D. Shupe, Markus Rex, Byron Blomquist, Ola Persson, Julia Schmale, Taneil Uttal et al.
Journal: Elementa Science of the Anthropocene · DOI: 10.1525/elementa.2021.00060 · Citations: 415
Matched topics: earth system model
With the Arctic rapidly changing, the needs to observe, understand, and model the changes are essential. To support these needs, an annual cycle of observations of atmospheric properties, processes, and interactions were made while drifting with the sea ice across the central Arctic during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition from October 2019 to September 2020. An international team designed and implemented the comprehensive program t…
Deep learning based computer vision approaches for smart agricultural applications
Authors: V. G. Dhanya, A. Subeesh, Nand Lal Kushwaha, Dinesh Kumar Vishwakarma, T. Nagesh Kumar, Gianetan Singh Sekhon Ritika et al.
Journal: Artificial Intelligence in Agriculture · DOI: 10.1016/j.aiia.2022.09.007 · Citations: 274
Matched topics: water management
The agriculture industry is undergoing a rapid digital transformation and is growing powerful by the pillars of cutting-edge approaches like artificial intelligence and allied technologies. At the core of artificial intelligence, deep learning-based computer vision enables various agriculture activities to be performed automatically with utmost precision enabling smart agriculture into reality. Computer vision techniques, in conjunction with high-quality image acquisition using remote cameras…
A review of thermal energy storage technologies for seasonal loops
Authors: Harry Mahon, Dominic O’Connor, D. Friedrich, B. Hughes
Journal: Energy · DOI: 10.1016/j.energy.2021.122207 · Citations: 269
Matched topics: seasonal
: As mitigating climate change becomes an increasing worldwide focus, it is vital to explore a diverse range of technologies for reducing emissions. Heating and cooling make up a significant proportion of energy demand, both domestically and in industry. An effective method of reducing this energy demand is the storage and use of waste heat through the application of seasonal thermal energy storage, used to address the mismatch between supply and demand and greatly increasing the efficiency o…
Rapid glacier mass loss in the Southeastern Tibetan Plateau since the year 2000 from satellite observations
Authors: Fanyu Zhao, Di Long, Xingdong Li, Qi Huang, Pengfei Han
Journal: Remote Sensing of Environment · DOI: 10.1016/j.rse.2021.112853 · Citations: 135
Matched topics: hydrologic model, land surface model
Abstract not available.
Similar geographic patterns but distinct assembly processes of abundant and rare bacterioplankton communities in river networks of the Taihu Basin.
Authors: Tao Zhang, Sai Xu, Ruomeng Yan, Ruyue Wang, Yuexiang Gao, M. Kong et al.
Journal: Water Research · DOI: 10.1016/j.watres.2022.118057 · Citations: 126
Matched topics: river
Bacterioplankton play an important role in the biogeochemical cycling in rivers. The dynamics of hydrologic conditions in rivers were believed to affect geographic pattern and assembly process of these microorganisms, which have not been widely investigated. In this study, the geographic pattern and assembly process of bacterioplankton community in river networks of the Taihu Basin were systematically explored using amplicon sequencing of the 16S rRNA gene. The results showed that the diversi…
Seasonality and timing of sea ice mass balance and heat fluxes in the Arctic transpolar drift during 2019–2020
Authors: Ruibo Lei, Bin Cheng, Mario Hoppmann, Fanyi Zhang, Guangyu Zuo, Jennifer Hutchings et al.
Journal: Elementa Science of the Anthropocene · DOI: 10.1525/elementa.2021.000089 · Citations: 116
Matched topics: seasonal
Sea ice growth and decay are critical processes in the Arctic climate system, but comprehensive observations are very sparse. We analyzed data from 23 sea ice mass balance buoys (IMBs) deployed during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition in 2019–2020 to investigate the seasonality and timing of sea ice thermodynamic mass balance in the Arctic Transpolar Drift. The data reveal four stages of the ice season: (I) onset of ice basal freezi…
Arctic sea ice albedo: Spectral composition, spatial heterogeneity, and temporal evolution observed during the MOSAiC drift
Authors: Bonnie Light, Madison M. Smith, Donald K. Perovich, Melinda Webster, Marika M. Holland, Felix Linhardt et al.
Journal: Elementa Science of the Anthropocene · DOI: 10.1525/elementa.2021.000103 · Citations: 114
Matched topics: earth system model
The magnitude, spectral composition, and variability of the Arctic sea ice surface albedo are key to understanding and numerically simulating Earth’s shortwave energy budget. Spectral and broadband albedos of Arctic sea ice were spatially and temporally sampled by on-ice observers along individual survey lines throughout the sunlit season (April–September, 2020) during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition. The seasonal evolution of alb…
Source and formation process impact the chemodiversity of rainwater dissolved organic matter along the Yangtze River Basin in summer
Authors: Shuang Chen, Qiaorong Xie, Sihui Su, Libin Wu, Shujun Zhong, Zhimin Zhang et al.
Journal: Water Research · DOI: 10.1016/j.watres.2021.118024 · Citations: 97
Matched topics: river
Abstract not available.
Spatiotemporal evolution of melt ponds on Arctic sea ice
Authors: Melinda Webster, Marika M. Holland, Nicholas Wright, Stefan Hendricks, Nils Hutter, Polona Itkin et al.
Journal: Elementa Science of the Anthropocene · DOI: 10.1525/elementa.2021.000072 · Citations: 92
Matched topics: earth system model
Melt ponds on sea ice play an important role in the Arctic climate system. Their presence alters the partitioning of solar radiation: decreasing reflection, increasing absorption and transmission to the ice and ocean, and enhancing melt. The spatiotemporal properties of melt ponds thus modify ice albedo feedbacks and the mass balance of Arctic sea ice. The Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition presented a valuable opportunity to investigate…
The influence of hydraulic characteristics on algal bloom in three gorges reservoir, China: A combination of cultural experiments and field monitoring
Authors: Zhengjian Yang, Chenyu Wei, Defu Liu, Qicai Lin, Yuling Huang, Congfeng Wang et al.
Journal: Water Research · DOI: 10.1016/j.watres.2021.118030 · Citations: 82
Matched topics: reservoir
Abstract not available.
Optimizing the sizes of wind and photovoltaic plants complementarily operating with cascade hydropower stations: Balancing risk and benefit
Authors: X. Wen, Yuanliang Sun, Q. Tan, Zheng-yang Tang, Zhenni Wang, Zhehua Liu et al.
Journal: Applied Energy · DOI: 10.1016/j.apenergy.2021.117968 · Citations: 75
Matched topics: hydropower
Abstract not available.
Design and implementation of solar-powered with IoT-Enabled portable irrigation system
Authors: Roshahliza M. Ramli, Waheb A. Jabbar
Journal: Internet of Things and Cyber-Physical Systems · DOI: 10.1016/j.iotcps.2022.12.002 · Citations: 70
Matched topics: irrigation
This paper proposes a solar-powered portable water pump (SPWP) for IoT-enabled smart irrigation system (IoT-SIS). A NodeMCU microcontroller with a Wi-Fi interface and soil moisture, temperature, and humidity sensors are exploited to monitor and control the water pump and build an IoT-based irrigation system. The proposed irrigation system updates the gathered information from sensors (moisture, temperature, and humidity) using an integrated algorithm to the Blynk IoT cloud in real-time. Farme…
Optimising the water we eat—rethinking policy to enhance productive and sustainable use of water in agri-food systems across scales
Authors: Stefan Uhlenbrook, Winston Yu, Petra Schmitter, Douglas Mark Smith
Journal: The Lancet Planetary Health · DOI: 10.1016/s2542-5196(21)00264-3 · Citations: 64
Matched topics: water management
Sustainable and resilient food systems depend on sustainable and resilient water management. Resilience is characterised by overlapping decision spaces and scales and interdependencies among water users and competing sectors. Increasing water scarcity, due to climate change and other environmental and societal changes, makes putting caps on the consumption of water resources indispensable. Implementation requires an understanding of different domains, actors, and their objectives, and drivers…
Glacial Lake Area Changes in High Mountain Asia during 1990–2020 Using Satellite Remote Sensing
Authors: Meimei Zhang, Fang Chen, Huadong Guo, Lu Yi, Jiangyuan Zeng, Bin Li
Journal: Research · DOI: 10.34133/2022/9821275 · Citations: 62
Matched topics: hydrology
(~25%). We conclude that the temperature rise and glacier thinning are the leading factors of glacial lake expansion in HMA, and precipitation is the main source of lake water increase in West Kun Lun. Using the proposed method, a large amount of Landsat images from successive years of melting seasons can be fully utilized to obtain a pixel-level composited cloud-free and solid snow/ice-free glacial lake map. The uncertainties from supraglacial ponds and glacial meltwater were also estimated …
Drip irrigation with nanobubble oxygenated treated wastewater improves soil aeration
Authors: S. Baram, Maya Weinstein, Jacob F. Evans, A. Berezkin, Yael Sade, M. Ben-Hur et al.
Journal: Scientia Horticulturae · DOI: 10.1016/j.scienta.2021.110550 · Citations: 62
Matched topics: irrigation
Abstract Long-term drip irrigation with treated wastewater (TWW) is known to enhance oxygen deficiency (hypoxia), especially in fine-textured soils. Hypoxia conditions around plant roots negatively affect growth and yield. Experiments were conducted to evaluate the response of lettuce grown in well-aerated (sandy) and poorly aerated (clayey) soils to surface and subsurface drip irrigation with nanobubbles oxygenated TWW (ONB-TWW). Oxygen mass balances show that irrigation with ONB-TWW supplie…
Groundwater quality assessment for safe drinking water and irrigation purposes in Malda district, Eastern India
Authors: Manasree Sarkar, Subodh Chandra Pal, Abu Reza Md. Towfiqul Islam
Journal: Environmental Earth Sciences · DOI: 10.1007/s12665-022-10188-0 · Citations: 61
Matched topics: irrigation
Abstract not available.
Statistics
| Metric | Count |
|---|---|
| Databases searched | 2 |
| Topics searched | 16 |
| Total papers fetched | 968 |
| After deduplication | 855 |
| After LLM relevance filtering | 50 |
| Rejected (not relevant) | 805 |
Papers by journal
| Journal | Papers |
|---|---|
| Journal of Hydrology | 5 |
| Elementa Science of the Anthropocene | 4 |
| IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 3 |
| Water Research | 3 |
| SSRN Electronic Journal | 2 |
| Agricultural Water Management | 2 |
| Water Resources Research | 1 |
| Journal of Petroleum Science and Engineering | 1 |
| Remote Sensing Applications Society and Environment | 1 |
| Journal of Hydrology Regional Studies | 1 |
| Progress in Disaster Science | 1 |
| Science of the Total Environment | 1 |
| Horticulture Research | 1 |
| Atmospheric and Oceanic Science Letters | 1 |
| International Journal of Climatology | 1 |
| Plants | 1 |
| Water resources management | 1 |
| The Science of The Total Environment | 1 |
| Chemosphere | 1 |
| International Journal of Climate Change Strategies and Management | 1 |
| HAL (Le Centre pour la Communication Scientifique Directe) | 1 |
| Global Environmental Change | 1 |
| Repository KITopen (Karlsruhe Institute of Technology) | 1 |
| The Educational and Developmental Psychologist | 1 |
| European Journal of Soil Science | 1 |
| Environmental Challenges | 1 |
| Engineering Geology | 1 |
| CATENA | 1 |
| Artificial Intelligence in Agriculture | 1 |
| Energy | 1 |
| Remote Sensing of Environment | 1 |
| Applied Energy | 1 |
| Internet of Things and Cyber-Physical Systems | 1 |
| The Lancet Planetary Health | 1 |
| Research | 1 |
| Scientia Horticulturae | 1 |
| Environmental Earth Sciences | 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