Weekly Literature Review

Week 17 · April 24–April 30, 2023

50 relevant papers found across 6 themes

Executive Summary

This week’s review covers 50 papers across 6 themes. The most cited paper examines Heat Waves: Physical Understanding and Scientific Challenges, with 330 citations. Key research areas include climate change and terrestrial water storage, flood risk assessment and extreme precipitation, machine learning and ai for hydrological prediction.


Table of Contents

  1. Executive Summary
  2. Climate Change and Terrestrial Water Storage
    1. Heat Waves: Physical Understanding and Scientific Challenges
    2. Green roofs as a nature-based solution for improving urban sustainability: Progress and perspectives
    3. Dynamically Tunable Subambient Daytime Radiative Cooling Metafabric with Janus Wettability
    4. The most at-risk regions in the world for high-impact heatwaves
    5. Macroclimate data overestimate range shifts of plants in response to climate change
    6. Enhanced dominance of soil moisture stress on vegetation growth in Eurasian drylands
    7. Inland Water Greenhouse Gas Budgets for RECCAP2: 1. State‐Of‐The‐Art of Global Scale Assessments
    8. Climate Change and Labor Reallocation: Evidence from Six Decades of the Indian Census
    9. Climate change innovation: Does board gender diversity matter?
    10. Assessment of renewable energy generated by a hybrid system based on wind, hydro, solar, and biomass sources for decarbonizing the energy sector and achieving a sustainable energy transition
    11. Inland Water Greenhouse Gas Budgets for RECCAP2: 2. Regionalization and Homogenization of Estimates
    12. Contrasting ecosystem vegetation response in global drylands under drying and wetting conditions
    13. Evaluating agricultural drought and flood abrupt alternation: A case study of cotton in the middle-and-lower Yangtze River, China
    14. Quantifying the efficacy of Low Impact Developments (LIDs) for flood reduction in micro-urban watersheds incorporating climate change
    15. Saltwater intrusion and climate change impact on coastal agriculture
    16. Optimal cooperative application solutions of irrigation and nitrogen fertilization for high crop yield and friendly environment in the semi-arid region of North China
    17. Synergistic effects of biofilm-producing PGPR strains on wheat plant colonization, growth and soil resilience under drought stress
    18. Arbuscular Mycorrhizal Fungi and Compost-Based Biostimulants Enhance Fitness, Physiological Responses, Yield, and Quality Traits of Drought-Stressed Tomato Plants
    19. Modern water at low latitudes on Mars: Potential evidence from dune surfaces
    20. The increasing risk of energy droughts for hydropower in the Yangtze River basin
    21. Model‐coupled GRACE‐based analysis of hydrological dynamics of drying Lake Urmia and its basin
    22. A pathway analysis method for quantifying the contributions of precipitation and potential evapotranspiration anomalies to soil moisture drought
    23. Evaluating skills and issues of quantile-based bias adjustment for climate change scenarios
    24. Updated assessment of occupational safety and health hazards of climate change
  3. Flood Risk Assessment and Extreme Precipitation
    1. A spatial–temporal graph deep learning model for urban flood nowcasting leveraging heterogeneous community features
    2. Study on urban flood simulation based on a novel model of SWTM coupling D8 flow direction and backflow effect
  4. Machine Learning and AI for Hydrological Prediction
    1. Deep learning forecast of rainfall-induced shallow landslides
    2. Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes
    3. Building a genome-based understanding of bacterial pH preferences
    4. Random Forest Modeling of Soil Properties in Saline Semi-Arid Areas
    5. Coupled coordination spatiotemporal analyses inform sustainable development and environmental protection for the Yellow River Basin of China
    6. Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm
  5. Hydropower and Renewable Energy-Water Systems
    1. Design of optimal operating rule curves for hydropower multi-reservoir systems by an influential optimization method
  6. Water Management, Irrigation, and Groundwater
    1. The Changes in Various Physio-Biochemical Parameters and Yield Traits of Faba Bean Due to Humic Acid Plus 6-Benzylaminopurine Application under Deficit Irrigation
    2. Review of artificial intelligence and internet of things technologies in land and water management research during 1991–2021: A bibliometric analysis
    3. Influence of natural and anthropogenic factors on the hydrogeology and hydrogeochemistry of Wadi Itwad Aquifer, Saudi Arabia: Assessment using multivariate statistics and PMWIN simulation
    4. Prefectures vulnerable to water scarcity are not evenly distributed across China
    5. Evaluation of nickel toxicity and potential health implications of agriculturally diversely irrigated wheat crop varieties
  7. Hydrological Processes, Snow Dynamics, and Remote Sensing
    1. Recent advancement in water quality indicators for eutrophication in global freshwater lakes
    2. Evaluation of River Water Quality Index Using Remote Sensing and Artificial Intelligence Models
    3. Role of methane as a cushion gas for hydrogen storage in depleted gas reservoirs
    4. Sediment delivery to sustain the Ganges-Brahmaputra delta under climate change and anthropogenic impacts
    5. Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping
    6. A novel method to evaluate the time-dependent stability of reservoir landslides: exemplified by Outang landslide in the Three Gorges Reservoir
    7. Ecological network identification and connectivity robustness evaluation in the Yellow River Basin under a multi-scenario simulation
    8. Reconstructed Jing River streamflow from western China: A 399-year perspective for hydrological changes in the Loess Plateau
    9. Homogenization of microplastics in alpine rivers: Analysis of microplastic abundance and characteristics in rivers of Qilian Mountain, China
    10. Numerical simulation of CO2 sequestration in shale gas reservoirs at reservoir scale coupled with enhanced gas recovery
    11. Partitioning of Precipitation Into Terrestrial Water Balance Components Under a Drying Climate
    12. Very High Resolution Projections over Italy under different CMIP5 IPCC scenarios
  8. Statistics
    1. Papers by journal
  9. Filtering Criteria

Climate Change and Terrestrial Water Storage

This week features 24 papers examining the intersection of climate change and terrestrial water dynamics. Studies investigate water storage changes, drought mechanisms and projections, vegetation-water interactions, and Earth system model uncertainties. Key contributions address large-scale water storage trends, land-atmosphere coupling effects on drought onset, and methods for characterizing future drought under climate change scenarios.

Heat Waves: Physical Understanding and Scientific Challenges

Authors: David Barriopedro, Ricardo García‐Herrera, Carlos Ordóñez, Diego G. Miralles, Sancho Salcedo‐Sanz

Journal: Reviews of Geophysics · DOI: 10.1029/2022rg000780 · Citations: 330

Matched topics: land surface model, earth system model

Abstract Heat waves (HWs) can cause large socioeconomic and environmental impacts. The observed increases in their frequency, intensity and duration are projected to continue with global warming. This review synthesizes the state of knowledge and scientific challenges. It discusses different aspects related to the definition, triggering mechanisms, observed changes and future projections of HWs, as well as emerging research lines on subseasonal forecasts and specific types of HWs. We also ide…


Green roofs as a nature-based solution for improving urban sustainability: Progress and perspectives

Authors: G. Mihalakakou, Manolis Souliotis, Maria Papadaki, Penelope Menounou, Panayotis Dimopoulos, Dionysia Kolokotsa et al.

Journal: Renewable and Sustainable Energy Reviews · DOI: 10.1016/j.rser.2023.113306 · Citations: 227

Matched topics: runoff

Green roofs are artificial ecosystems that provide a nature-based solution to environmental challenges such as climate change and the urban heat island. Green roofs aid in the conservation of both cooling and heating energy; deposition of particulates and mitigation of air pollution; control of runoff and water pollution; promotion of biodiversity; and provision of aesthetic and health benefits. This research is a holistic review of the green roof literature and provides a global perspective …


Dynamically Tunable Subambient Daytime Radiative Cooling Metafabric with Janus Wettability

Authors: Chonghui Fan, Yuxin Zhang, Zhiwen Long, Alfred Mensah, Qingqing Wang, Pengfei Lv et al.

Journal: Advanced Functional Materials · DOI: 10.1002/adfm.202300794 · Citations: 202

Matched topics: water management

Abstract Incorporating zero‐energy‐input cooling technology into personal thermal management (PTM) systems is a promising solution for preventing heat‐related illnesses while reducing energy consumption. Although concepts for passive radiative cooling materials are proposed, achieving subambient cooling performance while providing good wearing comfort remains a challenge. Here, a moisture‐wicking nonwoven metafabric is reported that assembles radiative cooling and evaporative heat dissipation…


The most at-risk regions in the world for high-impact heatwaves

Authors: Vikki Thompson, Dann Mitchell, Gabriele C. Hegerl, Matthew Collins, Nicholas Leach, Julia Slingo

Journal: Nature Communications · DOI: 10.1038/s41467-023-37554-1 · Citations: 178

Matched topics: earth system model

Heatwaves are becoming more frequent under climate change and can lead to thousands of excess deaths. Adaptation to extreme weather events often occurs in response to an event, with communities learning fast following unexpectedly impactful events. Using extreme value statistics, here we show where regional temperature records are statistically likely to be exceeded, and therefore communities might be more at-risk. In 31% of regions examined, the observed daily maximum temperature record is e…


Macroclimate data overestimate range shifts of plants in response to climate change

Authors: Ilya M. D. Maclean, Regan Early

Journal: Nature Climate Change · DOI: 10.1038/s41558-023-01650-3 · Citations: 106

Matched topics: climate change

Abstract not available.


Enhanced dominance of soil moisture stress on vegetation growth in Eurasian drylands

Authors: Yu Zhang, Yangjian Zhang, Xu Lian, Zhoutao Zheng, Guang Zhao, Tao Zhang et al.

Journal: National Science Review · DOI: 10.1093/nsr/nwad108 · Citations: 86

Matched topics: water management, earth system model

Despite the mounting attention being paid to vegetation growth and their driving forces for water-limited ecosystems, the relative contributions of atmospheric and soil moisture dryness stress on vegetation growth are an ongoing debate. Here we comprehensively compare the impacts of high vapor pressure deficit (VPD) and low soil water content (SWC) on vegetation growth in Eurasian drylands during 1982-2014. The analysis indicates a gradual decoupling between atmospheric dryness and soil dryne…


Inland Water Greenhouse Gas Budgets for RECCAP2: 1. State‐Of‐The‐Art of Global Scale Assessments

Authors: Ronny Lauerwald, George H. Allen, Bridget R. Deemer, Shaoda Liu, Taylor Maavara, Peter A. Raymond et al.

Journal: Global Biogeochemical Cycles · DOI: 10.1029/2022gb007657 · Citations: 81

Matched topics: hydrology, land surface model, surface water

Abstract Inland waters are important emitters of the greenhouse gasses (GHGs) carbon dioxide (CO 2 ), methane (CH 4 ), and nitrous oxide (N 2 O) to the atmosphere. In the framework of the 2nd phase of the REgional Carbon Cycle Assessment and Processes (RECCAP‐2) initiative, we review the state of the art in estimating inland water GHG budgets at global scale, which has substantially advanced since the first phase of RECCAP nearly 10 years ago. The development of increasingly sophisticated ups…


Climate Change and Labor Reallocation: Evidence from Six Decades of the Indian Census

Authors: Maggie Liu, Yogita Shamdasani, Vis Taraz

Journal: American Economic Journal Economic Policy · DOI: 10.1257/pol.20210129 · Citations: 83

Matched topics: climate change

How do rising temperatures affect long-term labor reallocation in developing economies? In this paper we examine how increases in temperature impact structural transformation and urbanization within Indian districts between 1951 and 2011. We find that rising temperatures are associated with lower shares of workers in nonagricultural sectors, with effects intensifying over a longer time frame. Supporting evidence suggests that local demand effects play an important role: declining agricultural…


Climate change innovation: Does board gender diversity matter?

Authors: Isabel Sánchez, Sónia Monteiro, Juan Piñeiro Chousa, Beatriz Aibar Guzmán

Journal: Journal of Innovation & Knowledge · DOI: 10.1016/j.jik.2023.100372 · Citations: 78

Matched topics: climate change

This paper responds to recent calls to study the role that board gender diversity plays in shaping corporate responses to climate change. It examines whether female board representation is associated with greater climate change innovation and whether its effect is determined by the presence of a greater number of independent female directors or the existence of a critical mass of female directors. The results obtained for a panel data of 3,928 companies over the period 2010–2020 (35,199 obser…


Assessment of renewable energy generated by a hybrid system based on wind, hydro, solar, and biomass sources for decarbonizing the energy sector and achieving a sustainable energy transition

Authors: Spiru Paraschiv

Journal: Energy Reports · DOI: 10.1016/j.egyr.2023.04.316 · Citations: 70

Matched topics: hydropower

The EU must incorporate as many renewable sources as possible (such as hydropower, wind power, solar power and biomass) into a complex energy mix in order to meet its 2030 targets for renewable energy share of final gross energy consumption and carbon neutrality of the energy sector by 2050. This study analyze the share of these renewable energy sources in Romania’s energy mix in 2018. It is obvious that wind energy and solar energy are complementary in terms of generating the electricity req…


Inland Water Greenhouse Gas Budgets for RECCAP2: 2. Regionalization and Homogenization of Estimates

Authors: Ronny Lauerwald, George H. Allen, Bridget R. Deemer, Shaoda Liu, Taylor Maavara, Peter A. Raymond et al.

Journal: Global Biogeochemical Cycles · DOI: 10.1029/2022gb007658 · Citations: 69

Matched topics: hydrology

Abstract Inland waters are important sources of the greenhouse gasses (GHGs) carbon dioxide (CO 2 ), methane (CH 4 ) and nitrous oxide (N 2 O) to the atmosphere. In the framework of the second phase of the REgional Carbon Cycle Assessment and Processes (RECCAP‐2) initiative, we synthesize existing estimates of GHG emissions from streams, rivers, lakes and reservoirs, and homogenize them with regard to underlying global maps of water surface area distribution and the effects of seasonal ice co…


Contrasting ecosystem vegetation response in global drylands under drying and wetting conditions

Authors: Christin Abel, Abdulhakim M. Abdi, Torbern Tagesson, Stéphanie Horion, Rasmus Fensholt

Journal: Global Change Biology · DOI: 10.1111/gcb.16745 · Citations: 62

Matched topics: hydrology, water management

Increasing aridity is one major consequence of ongoing global climate change and is expected to cause widespread changes in key ecosystem attributes, functions, and dynamics. This is especially the case in naturally vulnerable ecosystems, such as drylands. While we have an overall understanding of past aridity trends, the linkage between temporal dynamics in aridity and dryland ecosystem responses remain largely unknown. Here, we examined recent trends in aridity over the past two decades wit…


Evaluating agricultural drought and flood abrupt alternation: A case study of cotton in the middle-and-lower Yangtze River, China

Authors: Long Qian, Huayue Meng, Xiaohong Chen, Rong Tang

Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2023.108313 · Citations: 48

Matched topics: river, water management, flood, drought

Drought and flood abrupt alternations (DFAA) are new challenges under climate change with particular emphasis on its affects related to agriculture. However, current regional DFAA analysis research rarely investigates agricultural DFAA with special regards to agricultural elements. In this work, a method based on a daily scale index named the standardized antecedent precipitation evapotranspiration index (SAPEI) and crop characteristics was established to investigate the characteristics of ag…


Quantifying the efficacy of Low Impact Developments (LIDs) for flood reduction in micro-urban watersheds incorporating climate change

Authors: Amrutha Suresh, Sreeja Pekkat, Senthilmurugan Subbiah

Journal: Sustainable Cities and Society · DOI: 10.1016/j.scs.2023.104601 · Citations: 50

Matched topics: runoff, flood, climate change

Abstract not available.


Saltwater intrusion and climate change impact on coastal agriculture

Authors: Paolo Tarolli, Jian Luo, Eugenio Straffelini, Yuei‐An Liou, Kim-Anh Nguyen, Rodolfo Laurenti et al.

Journal: PLOS Water · DOI: 10.1371/journal.pwat.0000121 · Citations: 54

Matched topics: water management, climate change

Coastal agriculture represents a significant food production and socio-economic reality in the world, as millions of people are living in coastal areas. In some regions, the optimal combination between traditions and cultivated coastal land is recognized and protected by UN initiatives such as the Food and Agriculture Organization (FAO), Globally Important Agricultural Heritage Systems (e.g., Kuttanad Below Sea Level Farming System, in India), and UNESCO World heritage (e.g., cultural landsca…


Optimal cooperative application solutions of irrigation and nitrogen fertilization for high crop yield and friendly environment in the semi-arid region of North China

Authors: Riping Gao, Zhihua Pan, Jun Zhang, Xiao Dong Chen, Yinglong Qi, Ziyuan Zhang et al.

Journal: Agricultural Water Management · DOI: 10.1016/j.agwat.2023.108326 · Citations: 58

Matched topics: irrigation

Optimizing irrigation and nitrogen (N) fertilization cooperative application to coordinate the balance between agricultural production and ecological environment is a vital challenge for sustainable agricultural production. Here, a three-year field experiment was conducted from 2018 to 2020 in the semi-arid region of north China to investigate the effects of different irrigation amounts (W1, 50% ETc, ETc is the crop evapotranspiration; W2, 75% ETc; W3, 100% ETc; W4, 125% ETc) and nitrogen fer…


Synergistic effects of biofilm-producing PGPR strains on wheat plant colonization, growth and soil resilience under drought stress

Authors: Firoz Ahmad Ansari, Iqbal Ahmad, John Pichtel

Journal: Saudi Journal of Biological Sciences · DOI: 10.1016/j.sjbs.2023.103664 · Citations: 54

Matched topics: drought

), stress indicators (SOD, CAT, GR, proline and MDA content) and also maintained physico-chemical attributes and hydrolytic enzymes including DHA, urease, ALP, protease, ACP and β glucosidase in the soil. Our findings could support future efforts to enhance plant drought tolerance by engineering the rhizobacterial biofilms and associated attributes which requires in-depth exploration and exploiting potential native strains for local agricultural application.


Arbuscular Mycorrhizal Fungi and Compost-Based Biostimulants Enhance Fitness, Physiological Responses, Yield, and Quality Traits of Drought-Stressed Tomato Plants

Authors: Fatima-Ezzahra Soussani, Abderrahim Boutasknit, Raja Ben-Laouane, Rachid Benkirane, Marouane Baslam, Abdelilah Meddich

Journal: Plants · DOI: 10.3390/plants12091856 · Citations: 54

Matched topics: drought

) accumulation by increasing peroxidase (POX) (140%) and polyphenol oxidase (PPO) (340%) activities compared to their controls. Our findings revealed that NPK is an important nutrient-based fertilizer for plant growth and development. However, its efficiency as a fertilizer is quite low. In addition, we highlighted different mechanisms mediated by AMF and compost, inducing drought tolerance in tomato plants.


Modern water at low latitudes on Mars: Potential evidence from dune surfaces

Authors: Xiaoguang Qin, Xin Ren, Xu Wang, Jianjun Liu, Haibin Wu, Xingguo Zeng et al.

Journal: Science Advances · DOI: 10.1126/sciadv.add8868 · Citations: 54

Matched topics: surface water

frost processes can be ruled out as potential mechanisms. Instead, involvement of saline water from thawed frost/snow is the most likely cause. This discovery sheds light on more humid conditions of the modern Martian climate and provides critical clues to future exploration missions searching for signs of extant life, particularly at low latitudes with comparatively warmer, more amenable surface temperatures.


The increasing risk of energy droughts for hydropower in the Yangtze River basin

Authors: Xinyue Liu, Xing Yuan, Feng Ma, Jun Xia

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129589 · Citations: 40

Matched topics: river, drought, hydropower

Abstract not available.


Model‐coupled GRACE‐based analysis of hydrological dynamics of drying Lake Urmia and its basin

Authors: Behnam Khorrami, Shoaib Ali, Onur Güngör Şahin, Orhan Gündüz

Journal: Hydrological Processes · DOI: 10.1002/hyp.14893 · Citations: 38

Matched topics: hydrology, hydrologic model, land surface model

Abstract Lake Urmia basin (LUB), in northwestern Iran, is under the influence of extreme degradation due to a number of natural and anthropogenic factors. The existence of the Lake is critical for the microclimate of the region as well as the quality of human life and wildlife, which necessitates an up‐to‐date and holistic analysis of its hydrological dynamics. In this premise, satellite‐based terrestrial water storage (TWS) received from the Gravity Recovery and Climate Experiment (GRACE) mi…


A pathway analysis method for quantifying the contributions of precipitation and potential evapotranspiration anomalies to soil moisture drought

Authors: Chengyun Wang, Jie Chen, Lei Gu, Guiyang Wu, Shanlin Tong, Lihua Xiong et al.

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129570 · Citations: 47

Matched topics: drought

Abstract not available.


Evaluating skills and issues of quantile-based bias adjustment for climate change scenarios

Authors: Fabian Lehner, Imran Nadeem, Herbert Formayer

Journal: Advances in statistical climatology, meteorology and oceanography · DOI: 10.5194/ascmo-9-29-2023 · Citations: 42

Matched topics: hydrology, climate change

Abstract. Daily meteorological data such as temperature or precipitation from climate models are needed for many climate impact studies, e.g., in hydrology or agriculture, but direct model output can contain large systematic errors. A large variety of methods exist to adjust the bias of climate model outputs. Here we review existing statistical bias-adjustment methods and their shortcomings, and compare quantile mapping (QM), scaled distribution mapping (SDM), quantile delta mapping (QDM) and…


Updated assessment of occupational safety and health hazards of climate change

Authors: Paul A. Schulte, Brenda Jacklitsch, Anasua Bhattacharya, HeeKyoung Chun, Nicole Edwards, K. C. Elliott et al.

Journal: Journal of Occupational and Environmental Hygiene · DOI: 10.1080/15459624.2023.2205468 · Citations: 45

Matched topics: climate change

Workers, particularly outdoor workers, are among the populations most disproportionately affected by climate-related hazards. However, scientific research and control actions to comprehensively address these hazards are notably absent. To assess this absence, a seven-category framework was developed in 2009 to characterize the scientific literature published from 1988-2008. Using this framework, a second assessment examined the literature published through 2014, and the current one examines l…


Flood Risk Assessment and Extreme Precipitation

Flood risk assessment and extreme precipitation research are well represented this week with 2 papers advancing methodologies for flood susceptibility mapping, early warning systems, and resilience evaluation. Multiple studies employ GIS-based multi-criteria approaches and machine learning methods for spatial flood hazard assessment across diverse regions. Research also addresses the social dimensions of flood preparedness and strategic planning for flood mitigation.

A spatial–temporal graph deep learning model for urban flood nowcasting leveraging heterogeneous community features

Authors: Hamed Farahmand, Yuanchang Xu, Ali Mostafavi

Journal: Scientific Reports · DOI: 10.1038/s41598-023-32548-x · Citations: 69

Matched topics: streamflow, flood

Flood nowcasting refers to near-future prediction of flood status as an extreme weather event unfolds to enhance situational awareness. The objective of this study was to adopt and test a novel structured deep-learning model for urban flood nowcasting by integrating physics-based and human-sensed features. We present a new computational modeling framework including an attention-based spatial-temporal graph convolution network (ASTGCN) model and different streams of data that are collected in …


Study on urban flood simulation based on a novel model of SWTM coupling D8 flow direction and backflow effect

Authors: Weichao Yang, Chuanxing Zheng, Xuelian Jiang, Hao Wang, Jijian Lian, De Jin Hu et al.

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129608 · Citations: 42

Matched topics: runoff, flood

Abstract not available.


Machine Learning and AI for Hydrological Prediction

This week’s 6 papers demonstrate continued momentum in applying machine learning and artificial intelligence to hydrological prediction challenges. Contributions span groundwater level forecasting, streamflow prediction, river flow modeling, and physics-informed approaches that integrate domain knowledge with data-driven methods. Notable advances include uncertainty quantification in ML predictions and optimization of model architectures for improved hydrological forecasting.

Deep learning forecast of rainfall-induced shallow landslides

Authors: Alessandro Mondini, Fausto Guzzetti, Massimo Melillo

Journal: Nature Communications · DOI: 10.1038/s41467-023-38135-y · Citations: 161

Matched topics: hydrology

Rainfall triggered landslides occur in all mountain ranges posing threats to people and the environment. Given the projected climate changes, the risk posed by landslides is expected to increase, and the ability to anticipate their occurrence is key for effective risk reduction. Empirical thresholds and physically-based models are used to anticipate the short-term occurrence of rainfall-induced shallow landslides. But, evidence suggests that they may not be effective for operational forecasti…


Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes

Authors: Fatma M. Talaat

Journal: Neural Computing and Applications · DOI: 10.1007/s00521-023-08619-5 · Citations: 105

Matched topics: climate change

Abstract Agriculture faces a significant challenge in predicting crop yields, a critical aspect of decision-making at international, regional, and local levels. Crop yield prediction utilizes soil, climatic, environmental, and crop traits extracted via decision support algorithms. This paper presents a novel approach, the Crop Yield Prediction Algorithm (CYPA), utilizing IoT techniques in precision agriculture. Crop yield simulations simplify the comprehension of cumulative impacts of field v…


Building a genome-based understanding of bacterial pH preferences

Authors: Josep Ramoneda, Elías Stallard-Olivera, Michael Hoffert, Claire C. Winfrey, Masumi Stadler, Juan Pablo Niño‐García et al.

Journal: Science Advances · DOI: 10.1126/sciadv.adf8998 · Citations: 74

Matched topics: hydrology

The environmental preferences of many microbes remain undetermined. This is the case for bacterial pH preferences, which can be difficult to predict a priori despite the importance of pH as a factor structuring bacterial communities in many systems. We compiled data on bacterial distributions from five datasets spanning pH gradients in soil and freshwater systems (1470 samples), quantified the pH preferences of bacterial taxa across these datasets, and compiled genomic data from representativ…


Random Forest Modeling of Soil Properties in Saline Semi-Arid Areas

Authors: Azamat Suleymanov, И. М. Габбасова, Mikhail Komissarov, Ruslan Suleymanov, Т. Т. Гарипов, Iren Tuktarova et al.

Journal: Agriculture · DOI: 10.3390/agriculture13050976 · Citations: 55

Matched topics: land surface model

The problem of salinization/spreading of saline soils is becoming more urgent in many regions of the world, especially in context of climate change. The monitoring of salt-affected soils’ properties is a necessary procedure in land management and irrigation planning and is aimed to obtain high crop harvest and reduce degradation processes. In this work, a machine learning method was applied for modeling of the spatial distribution of topsoil (0–20 cm) properties—in particular: soil organic ca…


Coupled coordination spatiotemporal analyses inform sustainable development and environmental protection for the Yellow River Basin of China

Authors: Kaize Zhang, Zengchuan Dong, Li Guo, Elizabeth W. Boyer, Jinzhao Liu, Jian Chen et al.

Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2023.110283 · Citations: 50

Matched topics: river

Multiple nonlinear interactions exist between economic growth, urbanization construction, water resources, and industrial development (EUWI) within a region. To achieve the national goals of ecological protection and high-quality development within the Yellow River Basin of China, it is imperative to establish a clear understanding of the principles that govern these interactions and the level of coupling coordination development that exists within this region. Using data from 2011 to 2020, w…


Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm

Authors: F. Di Nunno, G. de Marinis, F. Granata

Journal: Scientific Reports · DOI: 10.1038/s41598-023-34316-3 · Citations: 47

Matched topics: streamflow

In recent years, the growing impact of climate change on surface water bodies has made the analysis and forecasting of streamflow rates essential for proper planning and management of water resources. This study proposes a novel ensemble (or hybrid) model, based on the combination of a Deep Learning algorithm, the Nonlinear AutoRegressive network with eXogenous inputs, and two Machine Learning algorithms, Multilayer Perceptron and Random Forest, for the short-term streamflow forecasting, cons…


Hydropower and Renewable Energy-Water Systems

The integration of hydropower with renewable energy systems is addressed by 1 papers this week, focusing on optimal capacity configuration, generation prediction, and climate change adaptation strategies for hybrid energy-water systems. Studies demonstrate the complementary potential of hydro-wind-solar systems and explore machine learning approaches for hydropower generation forecasting.

Design of optimal operating rule curves for hydropower multi-reservoir systems by an influential optimization method

Authors: Iman Ahmadianfar, Arvin Samadi-Koucheksaraee, Saman Razavi

Journal: Renewable Energy · DOI: 10.1016/j.renene.2023.04.113 · Citations: 58

Matched topics: reservoir, hydropower

Abstract not available.


Water Management, Irrigation, and Groundwater

Water management research this week spans 5 papers covering integrated water resources management, irrigation scheduling, groundwater monitoring, and water-energy-food nexus analyses. Studies range from global-scale assessments to site-specific irrigation optimization, with particular attention to satellite-based monitoring of water use and land subsidence from groundwater extraction.

The Changes in Various Physio-Biochemical Parameters and Yield Traits of Faba Bean Due to Humic Acid Plus 6-Benzylaminopurine Application under Deficit Irrigation

Authors: K. Ramadan, H. El-Beltagi, T. A. El-Mageed, H. Saudy, H. Al-Otaibi, M. A. Mahmoud

Journal: Agronomy · DOI: 10.3390/agronomy13051227 · Citations: 72

Matched topics: irrigation

Implementing the deficit irrigation pattern has become a major strategy in crop production systems. However, using less water than is required to irrigate crops is associated with changes in plant physiology and lower productivity. Therefore, the current research aimed to assess the integrated effect of humic acid and cytokinin on faba bean under water deficit. Under two irrigation levels (full irrigation, FI and deficit irrigation, DI), two humic acid treatments (without addition, H0 and wit…


Review of artificial intelligence and internet of things technologies in land and water management research during 1991–2021: A bibliometric analysis

Authors: A. Patel, Kethavath Ajaykumar, Nand Lal Kushwaha, Anandkumar Naorem, Manisha Jagadale, K. R. Sheetal et al.

Journal: Engineering Applications of Artificial Intelligence · DOI: 10.1016/j.engappai.2023.106335 · Citations: 70

Matched topics: water management

Abstract not available.


Influence of natural and anthropogenic factors on the hydrogeology and hydrogeochemistry of Wadi Itwad Aquifer, Saudi Arabia: Assessment using multivariate statistics and PMWIN simulation

Authors: Mohd Yawar Ali Khan, Mohamed ElKashouty, Ayman Abdellattif, Johnbosco C. Egbueri, Ayman I. Taha, Mohamed Al Deep et al.

Journal: Ecological Indicators · DOI: 10.1016/j.ecolind.2023.110287 · Citations: 55

Matched topics: runoff

The quantity and quality of the aquifers have been depleted by human activities such as industrialization, the use of fertilizers, excessive pumping, and the discharge of domestic wastewater. The government of Saudi Arabia (SA) built three dams in the Wadi Itwad so that Abha city could get 15,000 m3/d of water. Ten groundwater samples have been collected from ten wells (Well 1 – Well 10) located in Wadi Itwad. The samples were analyzed for total dissolved solids (TDS), electrical conductivity…


Prefectures vulnerable to water scarcity are not evenly distributed across China

Authors: Fubo Zhao, Xi Wang, Yiping Wu, Shailesh Kumar Singh

Journal: Communications Earth & Environment · DOI: 10.1038/s43247-023-00808-3 · Citations: 42

Matched topics: hydrology, streamflow, water management

Abstract Water scarcity has become a significant constraint to sustainable development. While the water scarcity has been widely assessed, its social impacts are infrequently evaluated. Here, we developed a framework to integrate the water scarcity and climate sensitivity to examine social vulnerability at the prefecture level across China. Results showed that 41% of the 301 prefectures were highly water stressed and 30% were highly sensitive to changing climate. We identified 44 hotspot pref…


Evaluation of nickel toxicity and potential health implications of agriculturally diversely irrigated wheat crop varieties

Authors: Zafar Iqbal Khan, Kafeel Ahmad, Tasneem Ahmad, Asma Zafar, Abdulwahed Fahad Alrefaei, Asma Ashfaq et al.

Journal: Arabian Journal of Chemistry · DOI: 10.1016/j.arabjc.2023.104934 · Citations: 46

Matched topics: irrigation

Nickel (Ni) is essential for plant metabolism but is dangerous to most plants and other organisms when present in large concentrations. In this study, nickel (Ni) was chosen as an important environmental pollutant and toxic substance due to its widespread availability, and high persistence, causing soil pollution and serious environmental problems. The main aim of the study is to determine the Ni content in various wheat varieties and soil grown in various water regimes (sewage water, groundw…


Hydrological Processes, Snow Dynamics, and Remote Sensing

This theme encompasses 12 papers advancing understanding of hydrological processes through field observations, modeling, and remote sensing. Research covers snow distribution and dynamics in cold regions, forest-hydrology interactions, land use change impacts on river systems, rainfall-runoff modeling uncertainty, and satellite-based monitoring of terrestrial water resources.

Recent advancement in water quality indicators for eutrophication in global freshwater lakes

Authors: Keerthana Suresh, Ting Tang, Michelle T. H. van Vliet, Marc F. P. Bierkens, Maryna Strokal, Florian Sorger-Domenigg et al.

Journal: Environmental Research Letters · DOI: 10.1088/1748-9326/acd071 · Citations: 118

Matched topics: hydrology, water management

Abstract Eutrophication is a major global concern in lakes, caused by excessive nutrient loadings (nitrogen and phosphorus) from human activities and likely exacerbated by climate change. Present use of indicators to monitor and assess lake eutrophication is restricted to water quality constituents (e.g. total phosphorus, total nitrogen) and does not necessarily represent global environmental changes and the anthropogenic influences within the lake’s drainage basin. Nutrients interact in mult…


Evaluation of River Water Quality Index Using Remote Sensing and Artificial Intelligence Models

Authors: M. Najafzadeh, Sajad Basirian

Journal: Remote Sensing · DOI: 10.3390/rs15092359 · Citations: 91

Matched topics: river, streamflow

To restrict the entry of polluting components into water bodies, particularly rivers, it is critical to undertake timely monitoring and make rapid choices. Traditional techniques of assessing water quality are typically costly and time-consuming. With the advent of remote sensing technologies and the availability of high-resolution satellite images in recent years, a significant opportunity for water quality monitoring has arisen. In this study, the water quality index (WQI) for the Hudson Ri…


Role of methane as a cushion gas for hydrogen storage in depleted gas reservoirs

Authors: Nasiru Salahu Muhammed, Bashirul Haq, Dhafer Al Shehri

Journal: International Journal of Hydrogen Energy · DOI: 10.1016/j.ijhydene.2023.04.173 · Citations: 90

Matched topics: reservoir

Abstract not available.


Sediment delivery to sustain the Ganges-Brahmaputra delta under climate change and anthropogenic impacts

Authors: Jessica L. Raff, S. L. Goodbred, Jennifer Pickering, Ryan Sincavage, John C. Ayers, Md. Saddam Hossain et al.

Journal: Nature Communications · DOI: 10.1038/s41467-023-38057-9 · Citations: 71

Matched topics: hydrology, hydrologic model, climate change

The principal nature-based solution for offsetting relative sea-level rise in the Ganges-Brahmaputra delta is the unabated delivery, dispersal, and deposition of the rivers’ ~1 billion-tonne annual sediment load. Recent hydrological transport modeling suggests that strengthening monsoon precipitation in the 21st century could increase this sediment delivery 34-60%; yet other studies demonstrate that sediment could decline 15-80% if planned dams and river diversions are fully implemented. We v…


Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping

Authors: Yongze Song, Margaret Kalácska, Mateo Gašparović, Jing Yao, Nasser Najibi

Journal: International Journal of Applied Earth Observation and Geoinformation · DOI: 10.1016/j.jag.2023.103300 · Citations: 77

Matched topics: earth system model

Geocomputation and geospatial artificial intelligence (GeoAI) have essential roles in advancing geographic information science (GIS) and Earth observation to a new stage. GeoAI has enhanced traditional geospatial analysis and mapping, altering the methods for understanding and managing complex human–natural systems. However, there are still challenges in various aspects of geospatial applications related to natural, built, and social environments, and in integrating unique geospatial features…


A novel method to evaluate the time-dependent stability of reservoir landslides: exemplified by Outang landslide in the Three Gorges Reservoir

Authors: Zongxing Zou, Tao Luo, Shu Zhang, Haojie Duan, Shuwen Li, Jinge Wang et al.

Journal: Landslides · DOI: 10.1007/s10346-023-02056-0 · Citations: 73

Matched topics: reservoir

Abstract not available.


Ecological network identification and connectivity robustness evaluation in the Yellow River Basin under a multi-scenario simulation

Authors: Dan Men, Jinghu Pan

Journal: Ecological Modelling · DOI: 10.1016/j.ecolmodel.2023.110384 · Citations: 62

Matched topics: river

Abstract not available.


Reconstructed Jing River streamflow from western China: A 399-year perspective for hydrological changes in the Loess Plateau

Authors: Xiaoen Zhao, Keyan Fang, Feng Chen, Hadad Martín, Fidel A. Roig

Journal: Journal of Hydrology · DOI: 10.1016/j.jhydrol.2023.129573 · Citations: 40

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

Abstract not available.


Homogenization of microplastics in alpine rivers: Analysis of microplastic abundance and characteristics in rivers of Qilian Mountain, China

Authors: Qian Liu, Xiong Xiong, Kehuan Wang, Hui Wang, Yiqin Ling, Quanliang Li et al.

Journal: Journal of Environmental Management · DOI: 10.1016/j.jenvman.2023.118011 · Citations: 48

Matched topics: river, land surface model, surface water

Abstract not available.


Numerical simulation of CO2 sequestration in shale gas reservoirs at reservoir scale coupled with enhanced gas recovery

Authors: Chao Tang, Wen Zhou, Zhangxin Chen, Jiabao Wei

Journal: Energy · DOI: 10.1016/j.energy.2023.127657 · Citations: 57

Matched topics: reservoir

Abstract not available.


Partitioning of Precipitation Into Terrestrial Water Balance Components Under a Drying Climate

Authors: Hansini Gardiya Weligamage, Keirnan Fowler, Tim Peterson, Margarita Saft, Murray Peel, Dongryeol Ryu

Journal: Water Resources Research · DOI: 10.1029/2022wr033538 · Citations: 41

Matched topics: hydrology, hydrologic model, runoff, streamflow

Abstract To accurately project future water availability under a drying climate, it is important to understand how precipitation is partitioned into other terrestrial water balance components, such as fluxes (evaporation, transpiration, runoff) and changes in storage (soil moisture, groundwater). Many studies have reported unexpected large runoff reductions during drought, particularly for multi‐year events, and some studies report a persistent change in partitioning even after the meteorolog…


Very High Resolution Projections over Italy under different CMIP5 IPCC scenarios

Authors: Mario Raffa, Marianna Adinolfi, Alfredo Reder, Gian Franco Marras, Marco Mancini, Gabriella Scipione et al.

Journal: Scientific Data · DOI: 10.1038/s41597-023-02144-9 · Citations: 49

Matched topics: earth system model

This paper introduces VHR-PRO_IT (Very High-Resolution PROjections for ITaly), an open access hourly climate projection with a resolution of ≃2.2 km (i.e., Convection Permitting Scale) up to 2050, covering the Italian peninsula and some neighbouring areas. VHR-PRO_IT is produced within the Highlander project ( https://highlanderproject.eu/ ) by dynamically downscaling the Italy8km-CM climate projection (spatial resolution ≃8 km; output frequency = 6 h; driven CMIP5 GCM = CMCC-CM) with the Reg…


Statistics

Metric Count
Databases searched 2
Topics searched 16
Total papers fetched 807
After deduplication 570
After LLM relevance filtering 50
Rejected (not relevant) 520

Papers by journal

Journal Papers
Journal of Hydrology 4
Nature Communications 3
Global Biogeochemical Cycles 2
Science Advances 2
Scientific Reports 2
Agricultural Water Management 2
Ecological Indicators 2
Reviews of Geophysics 1
Renewable and Sustainable Energy Reviews 1
Advanced Functional Materials 1
Environmental Research Letters 1
Nature Climate Change 1
Neural Computing and Applications 1
Remote Sensing 1
National Science Review 1
International Journal of Hydrogen Energy 1
American Economic Journal Economic Policy 1
Journal of Innovation & Knowledge 1
International Journal of Applied Earth Observation and Geoinformation 1
Landslides 1
Agronomy 1
Engineering Applications of Artificial Intelligence 1
Energy Reports 1
Global Change Biology 1
Renewable Energy 1
Ecological Modelling 1
Sustainable Cities and Society 1
PLOS Water 1
Journal of Environmental Management 1
Energy 1
Water Resources Research 1
Agriculture 1
Saudi Journal of Biological Sciences 1
Plants 1
Communications Earth & Environment 1
Scientific Data 1
Hydrological Processes 1
Advances in statistical climatology, meteorology and oceanography 1
Arabian Journal of Chemistry 1
Journal of Occupational and Environmental Hygiene 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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