Weekly Literature Review

Week 51 · December 20–December 26, 2021

50 relevant papers found across 5 themes

Executive Summary

This week’s review covers 50 papers across Flood Modeling and Risk Assessment, Drought Analysis and Prediction, Climate Change and Water Resources, Hydrologic Modeling and Calibration, and Water Management and Sustainability.


Table of Contents

  1. Executive Summary
  2. Flood Modeling and Risk Assessment
    1. Threats of climate change and land use patterns enhance the susceptibility of future floods in India
    2. Brief Communication: Critical Infrastructure impacts of the 2021 mid-July western European flood event
    3. Cumulative growth and stress responses to the 2018–2019 drought in a European floodplain forest
    4. Machine-learning algorithms for forecast-informed reservoir operation (FIRO) to reduce flood damages
    5. Robust multiobjective reservoir operation and risk decision-making model for real-time flood control coping with forecast uncertainty
    6. Flood Susceptibility Modeling in a Subtropical Humid Low-Relief Alluvial Plain Environment: Application of Novel Ensemble Machine Learning Approach
  3. Drought Analysis and Prediction
    1. Phosphorylation of SWEET sucrose transporters regulates plant root:shoot ratio under drought
    2. Assessing the role of compound drought and heatwave events on unprecedented 2020 wildfires in the Pantanal
    3. The compound effects of drought and high temperature stresses will be the main constraints on maize yield in Northeast China
    4. Using soil-moisture drought indices to evaluate key indicators of agricultural drought in semi-arid Mediterranean Southern Africa
    5. Rice Glycosyltransferase Gene UGT85E1 Is Involved in Drought Stress Tolerance Through Enhancing Abscisic Acid Response
    6. Monitoring of Salinity, Temperature, and Drought Stress in Grafted Watermelon Seedlings Using Chlorophyll Fluorescence
    7. Eugenol functions as a signal mediating cold and drought tolerance via UGT71A59‐mediated glucosylation in tea plants
    8. DroughtCast: A Machine Learning Forecast of the United States Drought Monitor
  4. Climate Change and Water Resources
    1. Dynamic simulation of land use change and assessment of carbon storage based on climate change scenarios at the city level: A case study of Bortala, China
    2. Growing polarization around climate change on social media
    3. Climate change adaptation in Bangladesh: Current practices, challenges and the way forward
    4. High-resolution impact assessment of climate change on building energy performance considering extreme weather events and microclimate – Investigating variations in indoor thermal comfort and degree-days
    5. On the attribution of the impacts of extreme weather events to anthropogenic climate change
    6. Climate change and expanding invasive species drive widespread declines of native trout in the northern Rocky Mountains, USA
    7. Estimating actual evapotranspiration at field-to-continent scales by calibrating the CMRSET algorithm with MODIS, VIIRS, Landsat and Sentinel-2 data
    8. The Antarctic contribution to 21st century sea-level rise predicted by the UK Earth System Model with an interactive ice sheet
    9. What can city leaders do for climate change? Insights from the C40 Cities Climate Leadership Group network
  5. Hydrologic Modeling and Calibration
    1. Short-term offshore wind power forecasting - A hybrid model based on Discrete Wavelet Transform (DWT), Seasonal Autoregressive Integrated Moving Average (SARIMA), and deep-learning-based Long Short-Term Memory (LSTM)
    2. Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest
    3. Parameter estimation and uncertainty analysis in hydrological modeling
    4. Ecological risk assessment of soil and water loss by thermal enhanced methane recovery: Numerical study using two-phase flow simulation
    5. A harmonized global land evaporation dataset from model-based products covering 1980–2017
    6. Evaluation of carbonyl sulfide biosphere exchange in the Simple Biosphere Model (SiB4)
    7. Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development
    8. Deep learning speeds up ice flow modelling by several orders of magnitude
    9. Rainfall-runoff characteristics and their threshold behaviors on a karst hillslope in a peak-cluster depression region
    10. CO2 Diffusion and Dispersion in Porous Media: Review of Advances in Experimental Measurements and Mathematical Models
    11. Parametric study and speciation analysis of rare earth precipitation using oxalic acid in a chloride solution system
  6. Water Management and Sustainability
    1. The meaning of net zero and how to get it right
    2. Climatic and soil factors explain the two-dimensional spectrum of global plant trait variation
    3. Leachate from municipal solid waste landfills in a global perspective: Characteristics, influential factors and environmental risks
    4. Global patterns and drivers of soil total phosphorus concentration
    5. Rapid microbial methanogenesis during CO2 storage in hydrocarbon reservoirs
    6. Assessment of groundwater potential zones using GIS and AHP techniques: a case study of the Lafia district, Nasarawa State, Nigeria
    7. Powering an island energy system by offshore floating technologies towards 100% renewables: A case for the Maldives
    8. Xin’anjiang Nested Experimental Watershed (XAJ-NEW) for Understanding Multiscale Water Cycle: Scientific Objectives and Experimental Design
    9. Uncovering the critical soil moisture thresholds of plant water stress for European ecosystems
    10. Onset and Decline Rates of Marine Heatwaves: Global Trends, Seasonal Forecasts and Marine Management
    11. Forecasting water quality parameters using artificial neural network for irrigation purposes
    12. Combined effects of irrigation level and fertilization practice on yield, economic benefit and water-nitrogen use efficiency of drip-irrigated greenhouse tomato
    13. Human-caused long-term changes in global aridity
    14. Does economic agglomeration affect haze pollution? Evidence from China’s Yellow River basin
    15. Intelligent IoT-multiagent precision irrigation approach for improving water use efficiency in irrigation systems at farm and district scales
    16. Effects of saline water mulched drip irrigation on cotton yield and soil quality in the North China Plain
  7. Statistics
    1. Papers by journal
  8. Filtering Criteria

Flood Modeling and Risk Assessment

This week features 6 papers advancing flood science, spanning susceptibility mapping, risk assessment, and hydrodynamic modeling. Notable contributions from Pal, Koks et al. The studies collectively advance both data-driven and physically-based approaches to flood prediction and management.

Threats of climate change and land use patterns enhance the susceptibility of future floods in India

Authors: Subodh Chandra Pal, Indrajit Chowdhuri, Biswajit Das, Rabin Chakrabortty, Paramita Roy, Asish Saha et al.

Journal: Journal of Environmental Management · DOI: 10.1016/j.jenvman.2021.114317 · Citations: 109

Matched topics: flood, climate change

Abstract not available.


Brief Communication: Critical Infrastructure impacts of the 2021 mid-July western European flood event

Authors: E. Koks, Kees C. H. van Ginkel, M. V. van Marle, A. Lemnitzer

Journal: Natural Hazards and Earth System Sciences · DOI: 10.5194/nhess-2021-394 · Citations: 107

Matched topics: flood

Abstract. Germany, Belgium and The Netherlands were hit by extreme precipitation and flooding in July 2021. This Brief Communication provides an overview of the impacts to large-scale critical infrastructure systems and how recovery has progressed during the first six months after the event. The results show that Germany and Belgium were particularly affected, with many infrastructure assets severely damaged or completely destroyed. Impacts range from completely destroyed bridges and sewage s…


Cumulative growth and stress responses to the 2018–2019 drought in a European floodplain forest

Authors: Florian Schnabel, Sarah Purrucker, Lara Schmitt, Rolf A. Engelmann, Anja Kahl, Ronny Richter et al.

Journal: Global Change Biology · DOI: 10.1111/gcb.16028 · Citations: 86

Matched topics: drought

C across all tree species in 2019, which are likely driven by the cumulative stress both consecutive hotter droughts exerted. Our results show that consecutive hotter droughts pose a novel threat to forests under climate change, even in forest ecosystems with comparably high levels of water supply.


Machine-learning algorithms for forecast-informed reservoir operation (FIRO) to reduce flood damages

Authors: Manizhe Zarei, Omid Bozorg‐Haddad, Sahar Baghban, Mohammad Delpasand, Erfan Goharian, Hugo A. Loáiciga

Journal: Scientific Reports · DOI: 10.1038/s41598-021-03699-6 · Citations: 60

Matched topics: streamflow, reservoir, water management, flood, hydropower

Water is stored in reservoirs for various purposes, including regular distribution, flood control, hydropower generation, and meeting the environmental demands of downstream habitats and ecosystems. However, these objectives are often in conflict with each other and make the operation of reservoirs a complex task, particularly during flood periods. An accurate forecast of reservoir inflows is required to evaluate water releases from a reservoir seeking to provide safe space for capturing high…


Robust multiobjective reservoir operation and risk decision-making model for real-time flood control coping with forecast uncertainty

Authors: Xin Huang, Bin Xu, Ping‐an Zhong, Hongyi Yao, Yue Hao, Feilin Zhu et al.

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.127334 · Citations: 59

Matched topics: reservoir, flood

Abstract not available.


Flood Susceptibility Modeling in a Subtropical Humid Low-Relief Alluvial Plain Environment: Application of Novel Ensemble Machine Learning Approach

Authors: Manish Pandey, Aman Arora, Alireza Arabameri, Romulus Costache, Naveen Kumar, Varun Narayan Mishra et al.

Journal: Frontiers in Earth Science · DOI: 10.3389/feart.2021.659296 · Citations: 58

Matched topics: streamflow, flood

This study has developed a new ensemble model and tested another ensemble model for flood susceptibility mapping in the Middle Ganga Plain (MGP). The results of these two models have been quantitatively compared for performance analysis in zoning flood susceptible areas of low altitudinal range, humid subtropical fluvial floodplain environment of the Middle Ganga Plain (MGP). This part of the MGP, which is in the central Ganga River Basin (GRB), is experiencing worse floods in the changing cl…


Drought Analysis and Prediction

Drought research this week encompasses 8 studies covering monitoring, prediction, and impact assessment. Key work by Chen, Libonati et al. highlights advances in drought characterization across multiple spatial and temporal scales.

Phosphorylation of SWEET sucrose transporters regulates plant root:shoot ratio under drought

Authors: Qingqing Chen, Tao Hu, Xiaohua Li, Chunpeng Song, Jian‐Kang Zhu, Liqing Chen et al.

Journal: Nature Plants · DOI: 10.1038/s41477-021-01040-7 · Citations: 263

Matched topics: drought

Abstract not available.


Assessing the role of compound drought and heatwave events on unprecedented 2020 wildfires in the Pantanal

Authors: Renata Libonati, João L. Geirinhas, Patrícia S. Silva, Ana Russo, Julia A. Rodrigues, Liz Barreto Coelho Belém et al.

Journal: Environmental Research Letters · DOI: 10.1088/1748-9326/ac462e · Citations: 228

Matched topics: hydrology, hydrologic model, drought, land surface model, earth system model

Abstract The year 2020 had the most catastrophic fire season over the last two decades in the Pantanal, which led to outstanding environmental impacts. Indeed, much of the Pantanal has been affected by severe dry conditions since 2019, with evidence of the 2020’s drought being the most extreme and widespread ever recorded in the last 70 years. Although it is unquestionable that this mega-drought contributed significantly to the increase of fire risk, so far, the 2020’s fire season has been an…


The compound effects of drought and high temperature stresses will be the main constraints on maize yield in Northeast China

Authors: E. Li, Jin Zhao, Johannes Wilhelmus Maria Pullens, Xiaoguang Yang

Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2021.152461 · Citations: 121

Matched topics: drought, irrigation

Abstract not available.


Using soil-moisture drought indices to evaluate key indicators of agricultural drought in semi-arid Mediterranean Southern Africa

Authors: Andrew Watson, Jodie Miller, Annika Künne, Sven Kralisch

Journal: The Science of The Total Environment · DOI: 10.1016/j.scitotenv.2021.152464 · Citations: 87

Matched topics: hydrologic model, streamflow, reservoir, water management, drought

Abstract not available.


Rice Glycosyltransferase Gene UGT85E1 Is Involved in Drought Stress Tolerance Through Enhancing Abscisic Acid Response

Authors: Qian Liu, Guangrui Dong, Yuqing Ma, Shu-Man Zhao, Xi Liu, Xing‐kun Li et al.

Journal: Frontiers in Plant Science · DOI: 10.3389/fpls.2021.790195 · Citations: 77

Matched topics: drought

plays an important role in mediating plant response to drought and oxidative stresses. This work may provide a promising candidate gene for cultivating drought-tolerant crops both in dicots and monocots.


Monitoring of Salinity, Temperature, and Drought Stress in Grafted Watermelon Seedlings Using Chlorophyll Fluorescence

Authors: Yu Kyeong Shin, Shiva Ram Bhandari, Jun Gu Lee

Journal: Frontiers in Plant Science · DOI: 10.3389/fpls.2021.786309 · Citations: 77

Matched topics: drought

parameters to detect abiotic stresses in grafted watermelon seedlings.


Eugenol functions as a signal mediating cold and drought tolerance via UGT71A59‐mediated glucosylation in tea plants

Authors: Mingyue Zhao, Jieyang Jin, Jingming Wang, Ting Gao, Yu Luo, Tingting Jing et al.

Journal: The Plant Journal · DOI: 10.1111/tpj.15647 · Citations: 75

Matched topics: drought

Cold and drought stress are the most critical stresses encountered by crops and occur simultaneously under field conditions. However, it is unclear whether volatiles contribute to both cold and drought tolerance, and if so, by what mechanisms they act. Here, we show that airborne eugenol can be taken up by the tea (Camellia sinensis) plant and metabolized into glycosides, thus enhancing cold and drought tolerance of tea plants. A uridine diphosphate (UDP)-glucosyltransferase, UGT71A59, was di…


DroughtCast: A Machine Learning Forecast of the United States Drought Monitor

Authors: Colin Brust, John S. Kimball, Marco Maneta, Kelsey Jencso, Rolf H. Reichle

Journal: Frontiers in Big Data · DOI: 10.3389/fdata.2021.773478 · Citations: 64

Matched topics: hydrology, drought

Drought is one of the most ecologically and economically devastating natural phenomena affecting the United States, causing the U.S. economy billions of dollars in damage, and driving widespread degradation of ecosystem health. Many drought indices are implemented to monitor the current extent and status of drought so stakeholders such as farmers and local governments can appropriately respond. Methods to forecast drought conditions weeks to months in advance are less common but would provide…


Climate Change and Water Resources

Climate-water interactions are explored in 9 papers this week, addressing impacts on the cryosphere, water cycle components, and regional water resources under changing conditions.

Dynamic simulation of land use change and assessment of carbon storage based on climate change scenarios at the city level: A case study of Bortala, China

Authors: Ziyao Wang, Xin Li, Yueting Mao, Li Liang, Xiangrong Wang, Qing Lin

Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2021.108499 · Citations: 357

Matched topics: climate change

Exploring future changes in land use and carbon storage (CS) under different climate scenarios is important for optimizing regional ecosystem service functions and formulating sustainable socioeconomic development policies. We proposed a framework that integrates the system dynamics (SD) model, patch-generating land use simulation (PLUS) model, and Integrated Valuation of Ecosystem Service and Tradeoffs (InVEST) model to dynamically simulate changes in land use/cover change (LUCC) and CS at t…


Growing polarization around climate change on social media

Authors: M. Falkenberg, Alessandro Galeazzi, M. Torricelli, N. Di Marco, F. Larosa, Madalina I. Sas et al.

Journal: Nature Climate Change · DOI: 10.1038/s41558-022-01527-x · Citations: 310

Matched topics: climate change

Climate change and political polarization are two of the twenty-first century’s critical socio-political issues. Here we investigate their intersection by studying the discussion around the United Nations Conference of the Parties on Climate Change (COP) using Twitter data from 2014 to 2021. First, we reveal a large increase in ideological polarization during COP26, following low polarization between COP20 and COP25. Second, we show that this increase is driven by growing right-wing activity,…


Climate change adaptation in Bangladesh: Current practices, challenges and the way forward

Authors: Md. Arif Chowdhury, Md. Khalid Hasan, Syed Labib Ul Islam

Journal: The Journal of Climate Change and Health · DOI: 10.1016/j.joclim.2021.100108 · Citations: 122

Matched topics: climate change

Geographical location and socioeconomic dynamics have increased the vulnerabilities of the people of Bangladesh to the impacts of climate change. Effective adaptation practices would reduce the adverse effects on livelihood, health, agriculture, and the environment- particularly in the coastal areas. To cope with climate change impacts, diverse scientific and indigenous knowledge is being utilized. Nevertheless, various barriers are hindering sustainable adaptation. This review focuses on ide…


High-resolution impact assessment of climate change on building energy performance considering extreme weather events and microclimate – Investigating variations in indoor thermal comfort and degree-days

Authors: Mohammad Hosseini, Kavan Javanroodi, Vahid M. Nik

Journal: Sustainable Cities and Society · DOI: 10.1016/j.scs.2021.103634 · Citations: 120

Matched topics: climate change

Climate change and urbanization are two major challenges when planning for sustainable energy transition in cities. The common approach for energy demand estimation is using only typical meso-scale weather data in building energy models (BEMs), which underestimates the impacts of extreme climate and microclimate variations. To quantify the impacts of such underestimation on assessing the future energy performance of buildings, this study simulates a high spatiotemporal resolution BEM for two …


On the attribution of the impacts of extreme weather events to anthropogenic climate change

Authors: Sarah Perkins‐Kirkpatrick, Dáithí A. Stone, Dann Mitchell, Suzanne M. Rosier, Andrew D. King, Y. T. Eunice Lo et al.

Journal: Environmental Research Letters · DOI: 10.1088/1748-9326/ac44c8 · Citations: 94

Matched topics: climate change

Abstract Investigations into the role of anthropogenic climate change in extreme weather events are now starting to extend into analysis of anthropogenic impacts on non-climate (e.g. socio-economic) systems. However, care needs to be taken when making this extension, because methodological choices regarding extreme weather attribution can become crucial when considering the events’ impacts. The fraction of attributable risk (FAR) method, useful in extreme weather attribution research, has a v…


Climate change and expanding invasive species drive widespread declines of native trout in the northern Rocky Mountains, USA

Authors: Donovan A. Bell, Ryan P. Kovach, Clint C. Muhlfeld, Robert Al‐Chokhachy, Timothy J. Cline, Diane C. Whited et al.

Journal: Science Advances · DOI: 10.1126/sciadv.abj5471 · Citations: 86

Matched topics: climate change

Climate change and invasive species are major threats to native biodiversity, but few empirical studies have examined their combined effects at large spatial and temporal scales. Using 21,917 surveys collected over 30 years, we quantified the impacts of climate change on the past and future distributions of five interacting native and invasive trout species throughout the northern Rocky Mountains, USA. We found that the occupancy of native bull trout and cutthroat trout declined by 18 and 6%,…


Estimating actual evapotranspiration at field-to-continent scales by calibrating the CMRSET algorithm with MODIS, VIIRS, Landsat and Sentinel-2 data

Authors: Juan Pablo Guerschman, Tim R. McVicar, Jamie Vleeshower, Thomas G. Van Niel, Jorge L. Peña‐Arancibia, Yun Chen

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.127318 · Citations: 72

Matched topics: streamflow

Abstract not available.


The Antarctic contribution to 21st century sea-level rise predicted by the UK Earth System Model with an interactive ice sheet

Authors: Antony Siahaan, Robin S. Smith, P. Holland, A. Jenkins, J. Gregory, V. Lee et al.

Journal: The Cryosphere · DOI: 10.5194/tc-2021-371 · Citations: 68

Matched topics: earth system model

Abstract. The Antarctic Ice Sheet will play a crucial role in the evolution of global mean sea-level as the climate warms. An interactively coupled climate and ice sheet model is needed to understand the impacts of ice—climate feedbacks during this evolution. Here we use a two-way coupling between the U.K. Earth System Model and the BISICLES dynamic ice sheet model to investigate Antarctic ice—climate interactions under two climate change scenarios. We perform ensembles of SSP1-1.9 and SSP5-8…


What can city leaders do for climate change? Insights from the C40 Cities Climate Leadership Group network

Authors: Alessandro Sancino, Max Stafford, Alessandro Braga, Leslie Budd

Journal: Regional Studies · DOI: 10.1080/00343404.2021.2005244 · Citations: 61

Matched topics: climate change

This paper sheds light on what city leaders can do about climate change in the context of the complex extra-territorial challenges they face. We created an original database of those actions implemented by members of the C40 Cities Climate Leadership Group and investigated which boundary organizations, objects and experiences (‘boundary cooperative arrangements’) can be triggered to undertake climate change actions by city leaders. Through a secondary qualitative analysis, we identified six m…


Hydrologic Modeling and Calibration

Hydrologic model development and evaluation features 11 papers covering precipitation estimation, model calibration, rainfall-runoff processes, and large-scale simulation advances.

Short-term offshore wind power forecasting - A hybrid model based on Discrete Wavelet Transform (DWT), Seasonal Autoregressive Integrated Moving Average (SARIMA), and deep-learning-based Long Short-Term Memory (LSTM)

Authors: Wanqing Zhang, Zi Lin, Xiaolei Liu

Journal: Renewable Energy · DOI: 10.1016/j.renene.2021.12.100 · Citations: 253

Matched topics: hydrology, seasonal

Abstract not available.


Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest

Authors: Song He, Jianhua Wu, Dan Wang, Xiaodong He

Journal: Chemosphere · DOI: 10.1016/j.chemosphere.2021.133388 · Citations: 237

Matched topics: water management

Abstract not available.


Parameter estimation and uncertainty analysis in hydrological modeling

Authors: Paulo Herrera, Miguel Ángel Marazuela, Thilo Hofmann

Journal: Wiley Interdisciplinary Reviews Water · DOI: 10.1002/wat2.1569 · Citations: 183

Matched topics: hydrology, hydrologic model

Abstract Nowadays, mathematical models of hydrological systems are used routinely to guide decision making in diverse subjects, such as: environmental and risk assessments, design of remediation strategies for contaminated sites, and evaluation of the impact of climate change on water resources. The correct development and use of them is relevant beyond the realm of hydrology. The continuous improvement in computational power and data collection are leading to the development of increasingly …


Ecological risk assessment of soil and water loss by thermal enhanced methane recovery: Numerical study using two-phase flow simulation

Authors: Yi Xue, Jia Liu, Xin Liang, Songhe Wang, Zongyuan Ma

Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2021.130183 · Citations: 111

Matched topics: reservoir, water management

Abstract not available.


A harmonized global land evaporation dataset from model-based products covering 1980–2017

Authors: Jiao Lu, Guojie Wang, Tiexi Chen, Shijie Li, Daniel Fiifi Tawia Hagan, Giri Kattel et al.

Journal: Earth system science data · DOI: 10.5194/essd-13-5879-2021 · Citations: 92

Matched topics: hydrology, hydrologic model

Abstract. Land evaporation (ET) plays a crucial role in the hydrological and energy cycle. However, the widely used model-based products, even though helpful, are still subject to great uncertainties due to imperfect model parameterizations and forcing data. The lack of available observed data has further complicated estimation. Hence, there is an urgency to define the global proxy land ET with lower uncertainties for climate-induced hydrology and energy change. This study has combined three …


Evaluation of carbonyl sulfide biosphere exchange in the Simple Biosphere Model (SiB4)

Authors: Linda M. J. Kooijmans, Ara Cho, Jin Ma, Aleya Kaushik, Katherine Haynes, Ian Baker et al.

Journal: Biogeosciences · DOI: 10.5194/bg-18-6547-2021 · Citations: 84

Matched topics: hydrology, land surface model

Abstract. The uptake of carbonyl sulfide (COS) by terrestrial plants is linked to photosynthetic uptake of CO2 as these gases partly share the same uptake pathway. Applying COS as a photosynthesis tracer in models requires an accurate representation of biosphere COS fluxes, but these models have not been extensively evaluated against field observations of COS fluxes. In this paper, the COS flux as simulated by the Simple Biosphere Model, version 4 (SiB4), is updated with the latest mechanisti…


Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development

Authors: Jens Christian Refsgaard, Simon Stisen, Julian Koch

Journal: Hydrological Processes · DOI: 10.1002/hyp.14463 · Citations: 84

Matched topics: hydrologic model, streamflow

Abstract Hydrological process knowledge has advanced significantly during the past six decades. During the same period catchment models have undergone major developments including simple black box models, lumped conceptual models, hydrological response unit models, spatially distributed process‐based models and, recently, the emergence of machine learning hybrid models. This development has been enabled by improved understanding of hydrological processes together with ever increasing computer…


Deep learning speeds up ice flow modelling by several orders of magnitude

Authors: Guillaume Jouvet, Guillaume Cordonnier, Byungsoo Kim, Martin P. Lüthi, Andreas Vieli, Andy Aschwanden

Journal: Journal of Glaciology · DOI: 10.1017/jog.2021.120 · Citations: 83

Matched topics: hydrology

Abstract This paper introduces the Instructed Glacier Model (IGM) – a model that simulates ice dynamics, mass balance and its coupling to predict the evolution of glaciers, icefields or ice sheets. The novelty of IGM is that it models the ice flow by a Convolutional Neural Network, which is trained from data generated with hybrid SIA + SSA or Stokes ice flow models. By doing so, the most computationally demanding model component is substituted by a cheap emulator. Once trained with representa…


Rainfall-runoff characteristics and their threshold behaviors on a karst hillslope in a peak-cluster depression region

Authors: Sheng Wang, Yan Yan, Zhiyong Fu, Hongsong Chen

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2021.127370 · Citations: 80

Matched topics: runoff

Abstract not available.


CO2 Diffusion and Dispersion in Porous Media: Review of Advances in Experimental Measurements and Mathematical Models

Authors: Mohamed Gamal Rezk, Jalal Foroozesh, Ahmed Fattah Abdulrahman, Jebraeel Gholinezhad

Journal: Energy & Fuels · DOI: 10.1021/acs.energyfuels.1c03552 · Citations: 69

Matched topics: reservoir

CO2 molecular diffusion in subsurface porous media is one of the key mechanisms in high-pressure–high-temperature CO2 geosequestration and CO2-based enhanced oil recovery projects. The mass transfer rate of injected supercritical CO2 and its dissolution in reservoir fluids are mainly described by the gas diffusion coefficient. Over the past decades, numerous efforts have been made to investigate the CO2 molecular diffusion process in both hydrocarbon reservoirs and saline aquifers. However, v…


Parametric study and speciation analysis of rare earth precipitation using oxalic acid in a chloride solution system

Authors: Ahmad Nawab, Xinbo Yang, Rick Honaker

Journal: Minerals Engineering · DOI: 10.1016/j.mineng.2021.107352 · Citations: 62

Matched topics: earth system model

Abstract not available.


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.

The meaning of net zero and how to get it right

Authors: Samuel Fankhauser, Stephen M. Smith, Myles Allen, Kaya Axelsson, Thomas Hale, Cameron Hepburn et al.

Journal: Nature Climate Change · DOI: 10.1038/s41558-021-01245-w · Citations: 860

Matched topics: land surface model, earth system model

Abstract not available.


Climatic and soil factors explain the two-dimensional spectrum of global plant trait variation

Authors: Julia Joswig, Christian Wirth, Meredith C. Schuman, Jens Kattge, Björn Reu, Ian J. Wright et al.

Journal: Nature Ecology & Evolution · DOI: 10.1038/s41559-021-01616-8 · Citations: 335

Matched topics: hydrology, earth system model

Plant functional traits can predict community assembly and ecosystem functioning and are thus widely used in global models of vegetation dynamics and land-climate feedbacks. Still, we lack a global understanding of how land and climate affect plant traits. A previous global analysis of six traits observed two main axes of variation: (1) size variation at the organ and plant level and (2) leaf economics balancing leaf persistence against plant growth potential. The orthogonality of these two a…


Leachate from municipal solid waste landfills in a global perspective: Characteristics, influential factors and environmental risks

Authors: Shijun Ma, Chuanbin Zhou, Jingjin Pan, Guang Yang, Chuanlian Sun, Yijie Liu et al.

Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2021.130234 · Citations: 231

Matched topics: water management, surface water

Abstract not available.


Global patterns and drivers of soil total phosphorus concentration

Authors: Xianjin He, Laurent Augusto, Daniel S. Goll, Bruno Ringeval, Ying‐Ping Wang, Julian Helfenstein et al.

Journal: Earth system science data · DOI: 10.5194/essd-13-5831-2021 · Citations: 174

Matched topics: earth system model

Abstract. Soil represents the largest phosphorus (P) stock in terrestrial ecosystems. Determining the amount of soil P is a critical first step in identifying sites where ecosystem functioning is potentially limited by soil P availability. However, global patterns and predictors of soil total P concentration remain poorly understood. To address this knowledge gap, we constructed a database of total P concentration of 5275 globally distributed (semi-)natural soils from 761 published studies. W…


Rapid microbial methanogenesis during CO2 storage in hydrocarbon reservoirs

Authors: Rebecca Tyne, Peter H. Barry, Michael Lawson, David Byrne, Oliver Warr, Hao Xie et al.

Journal: Nature · DOI: 10.1038/s41586-021-04153-3 · Citations: 170

Matched topics: hydrology, reservoir, earth system model

should be considered in site selection.


Assessment of groundwater potential zones using GIS and AHP techniques: a case study of the Lafia district, Nasarawa State, Nigeria

Authors: Stanley Ikenna Ifediegwu

Journal: Applied Water Science · DOI: 10.1007/s13201-021-01556-5 · Citations: 142

Matched topics: hydrology

Abstract In the Lafia district, rising population has increased the need for groundwater resources for economic growth. Sustainable groundwater resource management demands accurate quantitative assessment, which may be accomplished using scientific theories and innovative methods. In present study, an integrated method has been employed to assess the groundwater potential zones in the Lafia district utilizing remote sensing (RS), geographic information system (GIS), and analytic hierarchy met…


Powering an island energy system by offshore floating technologies towards 100% renewables: A case for the Maldives

Authors: Dominik Keiner, Orlando Salcedo-Puerto, Ekaterina Immonen, Wilfried van Sark, Yoosuf Nizam, Fathmath Shadiya et al.

Journal: Applied Energy · DOI: 10.1016/j.apenergy.2021.118360 · Citations: 105

Matched topics: hydropower

Low-lying coastal areas and archipelago countries are particularly threatened by the impacts of climate change. Concurrently, many island states still rely on extensive use of imported fossil fuels, above all diesel for electricity generation, in addition to hydrocarbon-based fuels to supply aviation and marine transportation. Land area is usually scarce and conventional renewable energy solutions cannot be deployed in a sufficient way. This research highlights the possibility of floating off…


Xin’anjiang Nested Experimental Watershed (XAJ-NEW) for Understanding Multiscale Water Cycle: Scientific Objectives and Experimental Design

Authors: Ke Zhang, Yunping Li, Zhongbo Yu, Tao Yang, Junzeng Xu, Lijun Chao et al.

Journal: Engineering · DOI: 10.1016/j.eng.2021.08.026 · Citations: 101

Matched topics: hydrologic model, runoff

This paper presents the background, scientific objectives, experimental design, and preliminary achievements of the Xin’anjiang nested experimental watershed (XAJ-NEW), implemented in 2017 in eastern China, which has a subtropical humid monsoon climate and a total area of 2674 km2. The scientific objectives of the XAJ-NEW include building a comprehensive, multiscale, and nested hydrometeorological monitoring and experimental program, strengthening the observation of the water cycle, discoveri…


Uncovering the critical soil moisture thresholds of plant water stress for European ecosystems

Authors: Zheng Fu, Philippe Ciais, David Makowski, Ana Bastos, Paul C. Stoy, Andreas Ibrom et al.

Journal: Global Change Biology · DOI: 10.1111/gcb.16050 · Citations: 94

Matched topics: hydrology, land surface model

and its drivers across diverse ecosystems in Europe, an essential variable to improve the representation of water stress in land surface models.


Authors: Claire M. Spillman, Grant Smith, Alistair J. Hobday, Jason R. Hartog

Journal: Frontiers in Climate · DOI: 10.3389/fclim.2021.801217 · Citations: 93

Matched topics: seasonal

Changing ocean conditions due to anthropogenic climate change, particularly the increasing severity and frequency of extreme events, are a growing concern for a range of marine sectors. Here we explore the global trends in marine heatwaves (MHWs), specifically onset and decline rates, two metrics which describe how quickly a MHW will emerge or disappear from a location. These rates determine the reaction window —the start of a MHW event to peak MHW temperatures—and the coping window —time fro…


Forecasting water quality parameters using artificial neural network for irrigation purposes

Authors: J. I. Ubah, L. C. Orakwe, K. N. Ogbu, J. I. Awu, Isiguzo Edwin Ahaneku, E. C. Chukwuma

Journal: Scientific Reports · DOI: 10.1038/s41598-021-04062-5 · Citations: 84

Matched topics: water management, irrigation

values ranges from 0.945 to 0.968, 0.946 to 0.968, 0.944 to 0.967 and 0.949 to 0.965 for pH, TDS, EC and Na respectively. It was also observed that the Root Mean Squared Error (RMSE) ranges from 0.022 to 0.088, 0.012 to 0.087, 0.015 to 0.085 and 0.014 to 0.084 for pH, TDS, EC and Na, respectively. Information from this study will serve as a guide to researchers on the water quality index for irrigation purposes. Also, it will guide the government and agencies on policy, management and decisio…


Combined effects of irrigation level and fertilization practice on yield, economic benefit and water-nitrogen use efficiency of drip-irrigated greenhouse tomato

Authors: You Wu, Shicheng Yan, Junliang Fan, Fucang Zhang, Wenju Zhao, Jing Zheng et al.

Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2021.107401 · Citations: 75

Matched topics: irrigation

Abstract not available.


Human-caused long-term changes in global aridity

Authors: Rongfan Chai, Jiafu Mao, Haishan Chen, Yaoping Wang, Xiaoying Shi, Mingzhou Jin et al.

Journal: npj Climate and Atmospheric Science · DOI: 10.1038/s41612-021-00223-5 · Citations: 66

Matched topics: streamflow, land surface model, earth system model

Abstract Widespread aridification of the land surface causes substantial environmental challenges and is generally well documented. However, the mechanisms underlying increased aridity remain relatively underexplored. Here, we investigated the anthropogenic and natural factors affecting long-term global aridity changes using multisource observation-based aridity index, factorial simulations from the Coupled Model Intercomparison Project phase 6 (CMIP6), and rigorous detection and attribution …


Does economic agglomeration affect haze pollution? Evidence from China’s Yellow River basin

Authors: Xing Wang, Qianxiang Zhang, Wei-Yew Chang

Journal: Journal of Cleaner Production · DOI: 10.1016/j.jclepro.2021.130271 · Citations: 64

Matched topics: river

Abstract not available.


Intelligent IoT-multiagent precision irrigation approach for improving water use efficiency in irrigation systems at farm and district scales

Authors: Andrés-F Jiménez, Pedro-F Cárdenas, Fabián Jiménez

Journal: Computers and Electronics in Agriculture · DOI: 10.1016/j.compag.2021.106635 · Citations: 62

Matched topics: water management, irrigation

Abstract not available.


Effects of saline water mulched drip irrigation on cotton yield and soil quality in the North China Plain

Authors: He Wang, Di Feng, Anqi Zhang, Chunlian Zheng, Kejiang Li, Songrui Ning et al.

Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2021.107405 · Citations: 60

Matched topics: irrigation

Abstract not available.


Statistics

Metric Count
Databases searched 2
Topics searched 16
Total papers fetched 858
After deduplication 617
After LLM relevance filtering 50
Rejected (not relevant) 567

Papers by journal

Journal Papers
Journal of Hydrology 3
Journal of Cleaner Production 3
Global Change Biology 2
Scientific Reports 2
Environmental Research Letters 2
The Science of The Total Environment 2
Frontiers in Plant Science 2
Nature Climate Change 2
Earth system science data 2
Agricultural Water Management 2
Journal of Environmental Management 1
Natural Hazards and Earth System Sciences 1
Frontiers in Earth Science 1
Nature Plants 1
The Plant Journal 1
Frontiers in Big Data 1
Ecological Indicators 1
The Journal of Climate Change and Health 1
Sustainable Cities and Society 1
Science Advances 1
The Cryosphere 1
Regional Studies 1
Renewable Energy 1
Chemosphere 1
Wiley Interdisciplinary Reviews Water 1
Biogeosciences 1
Hydrological Processes 1
Journal of Glaciology 1
Energy & Fuels 1
Minerals Engineering 1
Nature Ecology & Evolution 1
Nature 1
Applied Water Science 1
Applied Energy 1
Engineering 1
Frontiers in Climate 1
npj Climate and Atmospheric Science 1
Computers and Electronics in Agriculture 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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