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  • Article
  • Open Access
14 Citations
4,325 Views
18 Pages

Identifying the Sensitivity of Ensemble Streamflow Prediction by Artificial Intelligence

  • Yen-Ming Chiang,
  • Ruo-Nan Hao,
  • Jian-Quan Zhang,
  • Ying-Tien Lin and
  • Wen-Ping Tsai

27 September 2018

Sustainable water resources management is facing a rigorous challenge due to global climate change. Nowadays, improving streamflow predictions based on uneven precipitation is an important task. The main purpose of this study is to integrate the ense...

(This article belongs to the Special Issue Flood Forecasting Using Machine Learning Methods)
  • Article
  • Open Access
2 Citations
1,787 Views
19 Pages

Sensitivity of Streamflow to Changing Rainfall and Evapotranspiration in Catchments Across the Nile Basin

  • Charles Onyutha,
  • Brian Odhiambo Ayugi,
  • Kenny Thiam Choy Lim Kam Sian,
  • Hassen Babaousmail,
  • Wenseslas Arineitwe,
  • Josephine Taata Akobo,
  • Cyrus Chelangat and
  • Ambrose Mubialiwo

25 November 2024

This research focuses on the complex dynamics governing the sensitivity of streamflow to variations in rainfall and potential evapotranspiration (PET) within the Nile basin. By employing a hydrological model, our study examines the interrelationships...

(This article belongs to the Section Biosphere/Hydrosphere/Land–Atmosphere Interactions)
  • Article
  • Open Access
19 Citations
4,714 Views
24 Pages

Winter Inputs Buffer Streamflow Sensitivity to Snowpack Losses in the Salt River Watershed in the Lower Colorado River Basin

  • Marcos D. Robles,
  • John C. Hammond,
  • Stephanie K. Kampf,
  • Joel A. Biederman and
  • Eleonora M. C. Demaria

22 December 2020

Recent streamflow declines in the Upper Colorado River Basin raise concerns about the sensitivity of water supply for 40 million people to rising temperatures. Yet, other studies in western US river basins present a paradox: streamflow has not consis...

  • Article
  • Open Access
4 Citations
2,939 Views
16 Pages

27 December 2024

Climate change often affects streamflow, which can be categorized into immediate and lag responses. Historically, the phenomenon of lag responses, known as hydrological memory, has often been overlooked. This study aims to determine whether hydrologi...

(This article belongs to the Special Issue The Water Cycle and Climate Change (3rd Edition))
  • Article
  • Open Access
14 Citations
4,433 Views
18 Pages

Analysis of Natural Streamflow Variation and Its Influential Factors on the Yellow River from 1957 to 2010

  • Jie Wu,
  • Zhihui Wang,
  • Zengchuan Dong,
  • Qiuhong Tang,
  • Xizhi Lv and
  • Guotao Dong

29 August 2018

In this study, variation characteristics of hydrometeorological factors were explored based on observed time-series data between 1957 and 2010 in four subregions of the Yellow River Basin. For each region, precipitation–streamflow models at ann...

(This article belongs to the Special Issue Climate Variability and Climate Change Impacts on Land Surface, Hydrological Processes and Water Management)
  • Article
  • Open Access
8 Citations
5,686 Views
23 Pages

8 February 2020

Forested catchments are critical sources of freshwater used by society, but anthropogenic climate change can alter the amount of precipitation partitioned into streamflow and evapotranspiration, threatening their role as reliable fresh water sources....

(This article belongs to the Special Issue Integrated Water Resources Research: Advancements in Understanding to Improve Future Sustainability)
  • Article
  • Open Access
23 Citations
5,305 Views
18 Pages

20 March 2020

The Soil and Water Assessment Tool (SWAT) model is widely used to simulate watershed streamflow by integrating complex interactions between climate, geography, soil, vegetation, land use/land cover and other human activities. Although there have been...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
21 Citations
9,442 Views
14 Pages

Land use and land cover (LULC) information is an important component influencing watershed modeling with regards to hydrology and water quality in the river basin. In this study, the sensitivity of the Soil and Water Assessment Tool (SWAT) model to L...

(This article belongs to the Special Issue Assessment, Management, and Policy-Making for Environmental Pollution Related to Land Use and Land Cover)
  • Article
  • Open Access
63 Citations
9,250 Views
23 Pages

30 June 2018

As a major component of the hydrologic cycle, rainfall runoff plays a key role in water resources management and sustainable development. Conceptual models of the rainfall-runoff process are governed by parameters that can rarely be directly determin...

(This article belongs to the Section Water Resources Management, Policy and Governance)
  • Article
  • Open Access
25 Citations
7,321 Views
21 Pages

18 January 2019

Hydrologic modeling is usually applied to two scenarios: continuous and event-based modeling, between which hydrologists often neglect the significant differences in model application. In this study, a comparison-based procedure concerning parameter...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
742 Views
26 Pages

9 April 2026

The Juncal Norte Glacier (33°00′ S, 70°06′ W) is in the Dry Andes of central Chile within the Juncal Basin, a headwater watershed of the Aconcagua River, a semi-arid region experiencing an ongoing megadrought since 2010 and a 37% reduction in streamf...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
22 Citations
3,385 Views
25 Pages

Impact of Geology on Seasonal Hydrological Predictability in Alpine Regions by a Sensitivity Analysis Framework

  • Maria Stergiadi,
  • Nicola Di Marco,
  • Diego Avesani,
  • Maurizio Righetti and
  • Marco Borga

11 August 2020

Catchment geology has a major influence on the relative impact of the main seasonal hydrological predictability sources (initial conditions (IC), climate forcing (CF)) on the forecast skill as it defines the system’s persistence. A quantificati...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
11 Citations
4,900 Views
30 Pages

12 November 2020

Paranoá Lake, Federal District (DF), Brazil, is one of the most important urban lakes in the country and it receives inputs from basins with different characteristics, from natural and preserved to intensely urbanized and agricultural areas. T...

  • Article
  • Open Access
5 Citations
3,559 Views
24 Pages

Assessment of Hydrological Processes in an Ungauged Catchment in Eritrea

  • Elisa Baioni,
  • Giovanni Michele Porta,
  • Nelly Cattaneo and
  • Alberto Guadagnini

This study investigates the surface processes taking place in an ungauged catchment in the Foro region in Eritrea (East Africa). We focus on estimating river discharge, sediment transport, and surface runoff to characterize hydrological fluxes in the...

(This article belongs to the Special Issue Hydrological Applications and Cooperation Projects in Developing Countries)
  • Article
  • Open Access
30 Citations
5,776 Views
22 Pages

26 September 2019

In recent years, the influence of climate change and human activity on the global environment have become a concern. It is essential to better understand the hydrologic environment to evaluate water availability and related issues. In this study, we...

(This article belongs to the Special Issue Urban Environmental Vulnerability under Climate Change and Anthropogenic Impacts)
  • Article
  • Open Access
38 Citations
7,901 Views
20 Pages

Streamflow Trends and Responses to Climate Variability and Land Cover Change in South Dakota

  • Karishma Niloy Kibria,
  • Laurent Ahiablame,
  • Christopher Hay and
  • Gemechis Djira

Trends in high, moderate, and low streamflow conditions from United States Geological Survey (USGS) gauging stations were evaluated for a period of 1951–2013 for 18 selected watersheds in South Dakota (SD) using a modified Mann-Kendall test. Rainfall...

  • Article
  • Open Access
11 Citations
4,815 Views
25 Pages

Trends and Climate Elasticity of Streamflow in South-Eastern Brazil Basins

  • Karinne Deusdará-Leal,
  • Guilherme Samprogna Mohor,
  • Luz Adriana Cuartas,
  • Marcelo E. Seluchi,
  • Jose A. Marengo,
  • Rong Zhang,
  • Elisangela Broedel,
  • Diogo de Jesus Amore,
  • Regina C. S. Alvalá and
  • José A. C. Gonçalves
  • + 1 author

17 July 2022

Trends in streamflow, rainfall and potential evapotranspiration (PET) time series, from 1970 to 2017, were assessed for five important hydrological basins in Southeastern Brazil. The concept of elasticity was also used to assess the streamflow sensit...

(This article belongs to the Section Water Resources Management, Policy and Governance)
  • Article
  • Open Access
13 Citations
6,465 Views
14 Pages

Impacts of Climate Change on Mean Annual Water Balance for Watersheds in Michigan, USA

  • Yinqin Zhang,
  • Bernard Engel,
  • Laurent Ahiablame and
  • Junmin Liu

7 July 2015

Evaluation of water balance at the watershed scale is a fundamental step for estimating streamflow in watersheds. Mean annual water balance of 17 watersheds across Michigan were evaluated by comparing observed streamflow with simulated streamflow est...

  • Article
  • Open Access
11 Citations
3,862 Views
16 Pages

5 March 2020

Global climate change and rapid industrial development have led to changes in streamflow worldwide, and determining the relative contributions from climate variability and human activity is important for water management. However, studies using attri...

(This article belongs to the Special Issue Watershed Processes under Changing Climate)
  • Article
  • Open Access
18 Citations
4,585 Views
18 Pages

The Impacts of Climate Variation and Land Use Changes on Streamflow in the Yihe River, China

  • Shanshan Xu,
  • Mingzhou Qin,
  • Shengyan Ding,
  • Qinghe Zhao,
  • Huimin Liu,
  • Cangyu Li,
  • Xiaojie Yang,
  • Yanyan Li,
  • Jiaxin Yang and
  • Xiaoyu Ji

27 April 2019

Climate variation and land use changes have been widely recognized as two major factors that impact hydrological processes. However, it is difficult to distinguish their contributions to changes in streamflow. Quantifying their contributions to alter...

(This article belongs to the Special Issue Hydrological Impacts of Climate Change and Land Use/Land Cover Change)
  • Article
  • Open Access
9 Citations
4,958 Views
25 Pages

The exigency of the current climate crisis demands a more comprehensive approach to addressing location-specific climate impacts. In the Passaic River Basin (PRB), two bodies of research—hydroclimatic trend detection and hydrological modeling&m...

  • Article
  • Open Access
14 Citations
4,104 Views
14 Pages

6 July 2021

Hydrological modeling is an important tool used for basin management and studying the impacts of extreme events in a river basin. In streamflow simulations, precipitation plays an essential role in hydrological models. Meteorological satellite precip...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
7 Citations
3,905 Views
20 Pages

19 August 2022

The complexity of streamflow processes inhibits significant information about catchment performance and its sensitivity to climate change. Little is known about the severity of climate change within the coastal area of the monsoon–subtropical z...

(This article belongs to the Section D1: Probability and Statistics)
  • Article
  • Open Access
4 Citations
2,807 Views
22 Pages

Hydrologic Sensitivity of a Critical Turkish Watershed to Inform Water Resource Management in an Altered Climate

  • Furkan Yunus Emre Cevahir,
  • Jennifer C. Adam,
  • Mingliang Liu and
  • Justin Sheffield

This study introduces a novel sensitivity analysis approach to assess the resilience and susceptibility of hydrologic systems to the stresses of climate change, moving away from conventional top-down methodologies. By exploring the hydrological sensi...

(This article belongs to the Special Issue Runoff Modelling under Climate Change)
  • Article
  • Open Access
23 Citations
5,127 Views
30 Pages

Climate-Streamflow Relationship and Consequences of Its Instability in Large Rivers of Pakistan: An Elasticity Perspective

  • Zahoor Khan,
  • Fayaz Ahmad Khan,
  • Afed Ullah Khan,
  • Irshad Hussain,
  • Asif Khan,
  • Liaqat Ali Shah,
  • Jehanzeb Khan,
  • Yasir Irfan Badrashi,
  • Paweł Kamiński and
  • Kazimierz Różkowski
  • + 1 author

25 June 2022

Precipitation elasticity provides a basic estimate of the sensitivity of long-term streamflow to changes in long-term precipitation, and it is especially useful as the first assessment of climate change impact in land and water resource projects. Thi...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
7 Citations
3,473 Views
21 Pages

Attribution of Streamflow Variations in Southern Taiwan

  • Jyun Tsao,
  • Cheng-Haw Lee and
  • Hsin-Fu Yeh

2 September 2020

Climate change and anthropogenic activity are the main factors impacting the hydrological environment. For sustainable water utilization, identifying the impact contribution of these two factors on the streamflow variations is an important topic in r...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
61 Citations
7,835 Views
22 Pages

Satellite-Based Evapotranspiration in Hydrological Model Calibration

  • Lulu Jiang,
  • Huan Wu,
  • Jing Tao,
  • John S. Kimball,
  • Lorenzo Alfieri and
  • Xiuwan Chen

29 January 2020

Hydrological models are usually calibrated against observed streamflow (Qobs), which is not applicable for ungauged river basins. A few studies have exploited remotely sensed evapotranspiration (ETRS) for model calibration but their effectiveness on...

(This article belongs to the Special Issue Remote Sensing and Modeling of Land Surface Water)
  • Article
  • Open Access
14 Citations
3,391 Views
30 Pages

Anthropic Changes in Land Use and Land Cover and Their Impacts on the Hydrological Variables of the São Francisco River Basin, Brazil

  • Carlos Eduardo Sousa Lima,
  • Marx Vinicius Maciel da Silva,
  • Sofia Midauar Godim Rocha and
  • Cleiton da Silva Silveira

26 September 2022

The growing impact of human activities on the environment has increased their influence on the planet’s natural cycles, especially in relation to the hydrological cycle of watersheds. The fundamental processes for its water and energy balance h...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Feature Paper
  • Article
  • Open Access
16 Citations
7,085 Views
20 Pages

Spatial Pattern Oriented Multicriteria Sensitivity Analysis of a Distributed Hydrologic Model

  • Mehmet Cüneyd Demirel,
  • Julian Koch,
  • Gorka Mendiguren and
  • Simon Stisen

4 September 2018

Hydrologic models are conventionally constrained and evaluated using point measurements of streamflow, which represent an aggregated catchment measure. As a consequence of this single objective focus, model parametrization and model parameter sensiti...

(This article belongs to the Special Issue Hydrologic Modelling for Water Resources and River Basin Management)
  • Article
  • Open Access
706 Views
20 Pages

30 March 2026

As key headwater regions of the upper Yangtze River, the Yalong and Dadu River basins are expected to experience highly uncertain hydrological responses under climate warming. However, the nonlinear and spatially heterogeneous evolution of streamflow...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
24 Citations
5,567 Views
19 Pages

18 September 2018

Quantifying the relative contributions of climate variability and human activity to streamflow change is important for effective water resource use and management. Four sub-catchments of the Wei River Basin (WRB) in the Loess Plateau in China were se...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
13 Citations
5,035 Views
17 Pages

9 March 2018

Assessment of the response of streamflow to future climate change in headwater areas is of a particular importance for sustainable water resources management in a large river basin. In this study, we investigated multiscale variation in hydroclimatic...

  • Article
  • Open Access
9 Citations
4,129 Views
17 Pages

Sensitivity and Performance Analyses of the Distributed Hydrology–Soil–Vegetation Model Using Geomorphons for Landform Mapping

  • Pâmela A. Melo,
  • Lívia A. Alvarenga,
  • Javier Tomasella,
  • Carlos R. Mello,
  • Minella A. Martins and
  • Gilberto Coelho

25 July 2021

Landform classification is important for representing soil physical properties varying continuously across the landscape and for understanding many hydrological processes in watersheds. Considering it, this study aims to use a geomorphology map (Geom...

(This article belongs to the Topic Recent Advances in Hydroinformatics: Focusing on Machine Learning and Remote Sensing in Hydrology)
  • Article
  • Open Access
1 Citations
1,992 Views
25 Pages

5 October 2023

Monitoring vegetation change and hydrological variation is crucial as they are useful means of appraising the ecological environment and managing water resources in water-resource-sensitive regions. The leaf area index (LAI) describes water consumpti...

(This article belongs to the Section Meteorology)
  • Article
  • Open Access
22 Citations
4,840 Views
14 Pages

9 February 2022

Streamflow is a very important component of the hydrological cycle, and variation in the streamflow can be an indication of hydrological disaster. Thus, the accurate quantification of streamflow variation is a core concern in water resources engineer...

(This article belongs to the Special Issue Assessing and Managing Risk of Flood and Drought in a Changing World)
  • Article
  • Open Access
14 Citations
5,379 Views
25 Pages

26 May 2023

Machine learning (ML) models have been shown to be valuable tools employed for streamflow prediction, reporting considerable accuracy and demonstrating their potential to be part of early warning systems to mitigate flood impacts. However, one of the...

(This article belongs to the Section New Sensors, New Technologies and Machine Learning in Water Sciences)
  • Article
  • Open Access
13 Citations
7,399 Views
20 Pages

29 July 2016

The effect of fine-scale topographic variability on model estimates of ecohydrologic responses to climate variability in California’s Sierra Nevada watersheds has not been adequately quantified and may be important for supporting reliable climate-imp...

(This article belongs to the Special Issue Hillslope and Watershed Hydrology)
  • Article
  • Open Access
2 Citations
1,854 Views
18 Pages

25 February 2024

Variability in stream flow/discharge results in serious problems for engineers and difficulties in characterizing water systems under future climatic conditions. The management of water security in the engineering domain requires approaches aimed at...

(This article belongs to the Section Environmental Sciences)
  • Article
  • Open Access
9 Citations
6,110 Views
14 Pages

3 April 2023

In this study, the hydrological system of the Weather Research and Forecasting model (WRF-Hydro) is applied to simulate the streamflow at the Kaidu River Basin, which is vital to the ecological system in the lower reaches of the Tarim River in Northw...

(This article belongs to the Special Issue Hydrological Response to Climate Change in Arid Land)
  • Article
  • Open Access
28 Citations
6,017 Views
19 Pages

Sensitivity and Interdependency Analysis of the HBV Conceptual Model Parameters in a Semi-Arid Mountainous Watershed

  • Hamza Ouatiki,
  • Abdelghani Boudhar,
  • Aziz Ouhinou,
  • Abdelaziz Beljadid,
  • Marc Leblanc and
  • Abdelghani Chehbouni

31 August 2020

Hydrological models, with different levels of complexity, have become inherent tools in water resource management. Conceptual models with low input data requirements are preferred for streamflow modeling, particularly in poorly gauged watersheds. How...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
6 Citations
3,903 Views
30 Pages

Assessment of Hydrological Response to Climatic Variables over the Hindu Kush Mountains, South Asia

  • Muhammad Umer Masood,
  • Saif Haider,
  • Muhammad Rashid,
  • Waqar Naseer,
  • Chaitanya B. Pande,
  • Bojan Đurin,
  • Fahad Alshehri and
  • Ismail Elkhrachy

15 October 2023

The impact of climate extremes, such as heat waves and extreme rainfall, can cause harvest failures, flooding, and droughts that ultimately threaten global food security, harming the region’s economy. Fluctuations in streamflow indicate the sen...

(This article belongs to the Special Issue Advances in Hydrology: Flow and Velocity Analysis in Rivers)
  • Article
  • Open Access
13 Citations
6,205 Views
21 Pages

Comparative Evaluation of Deep Learning Techniques in Streamflow Monthly Prediction of the Zarrine River Basin

  • Mahdi Nakhaei,
  • Hossein Zanjanian,
  • Pouria Nakhaei,
  • Mohammad Gheibi,
  • Reza Moezzi,
  • Kourosh Behzadian and
  • Luiza C. Campos

6 January 2024

Predicting monthly streamflow is essential for hydrological analysis and water resource management. Recent advancements in deep learning, particularly long short-term memory (LSTM) and recurrent neural networks (RNN), exhibit extraordinary efficacy i...

(This article belongs to the Section Water-Energy Nexus)
  • Article
  • Open Access
23 Citations
5,374 Views
15 Pages

16 December 2019

The effects of climate and land-use changes have put intense pressures on water resources with regard to water quantity and quality in the La Buong River Basin, located in Southern Vietnam. Therefore, an estimate of such effects and their consequence...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
16 Citations
5,085 Views
19 Pages

17 March 2019

Understanding glacio-hydrological processes is crucial to water resources management, especially under increasing global warming. However, data scarcity makes it challenging to quantify the contribution of glacial melt to streamflow in highly glacier...

(This article belongs to the Special Issue Water Related Disaster and Water Environment Management)
  • Article
  • Open Access
1 Citations
3,691 Views
23 Pages

11 December 2020

When there exist catchment-wide biases in the distributed hydrologic model states, state updating based on streamflow assimilation at the catchment outlet tends to over- and under-adjust model states close to and away from the outlet, respectively. T...

(This article belongs to the Special Issue Advances in Hydrological Forecasting)
  • Article
  • Open Access
44 Citations
13,238 Views
18 Pages

Assessment on Hydrologic Response by Climate Change in the Chao Phraya River Basin, Thailand

  • Mayzonee Ligaray,
  • Hanna Kim,
  • Suthipong Sthiannopkao,
  • Seungwon Lee,
  • Kyung Hwa Cho and
  • Joon Ha Kim

4 December 2015

The Chao Phraya River in Thailand has been greatly affected by climate change and the occurrence of extreme flood events, hindering its economic development. This study assessed the hydrological responses of the Chao Phraya River basin under several...

(This article belongs to the Special Issue Water Resource Variability and Climate Change)
  • Feature Paper
  • Article
  • Open Access
1 Citations
1,603 Views
21 Pages

Revealing Emerging Hydroclimatic Shifts: Advanced Trend Analysis of Rainfall and Streamflow in the Navasota River Watershed

  • Ali Fares,
  • Ripendra Awal,
  • Anwar Assefa Adem,
  • Anoop Valiya Veettil,
  • Taha B. M. J. Ouarda,
  • Samuel Brody and
  • Marouane Temimi

25 December 2025

Rainfall and streamflow analyses have long been central to hydrological research, yet traditional approaches often overlook the complexity introduced by changing climate signals, land-use dynamics, and human infrastructure. This study applies an inte...

(This article belongs to the Special Issue Trends and Variations in Hydroclimatic Variables: 2nd Edition)
  • Article
  • Open Access
33 Citations
9,175 Views
22 Pages

17 June 2018

The integration of hydrology and climate is important for understanding the present and future impact of climate on streamflow, which may cause frequent flooding, droughts, and shortage of water supply. In view of this, we assessed the impact of clim...

(This article belongs to the Special Issue Selected Papers on Sustainable Water Resources Management from the 2017 and 2018 International SWAT (Soil and Water Assessment Tool) Conference)
  • Article
  • Open Access
35 Citations
6,177 Views
22 Pages

Multivariate Calibration of the SWAT Model Using Remotely Sensed Datasets

  • Sijal Dangol,
  • Xuesong Zhang,
  • Xin-Zhong Liang,
  • Martha Anderson,
  • Wade Crow,
  • Sangchul Lee,
  • Glenn E. Moglen and
  • Gregory W. McCarty

5 May 2023

Remotely sensed hydrologic variables, in conjunction with streamflow data, have been increasingly used to conduct multivariable calibration of hydrologic model parameters. Here, we calibrated the Soil and Water Assessment Tool (SWAT) model using diff...

(This article belongs to the Section Ecological Remote Sensing)
  • Feature Paper
  • Article
  • Open Access
1 Citations
2,557 Views
20 Pages

20 December 2022

Interest has grown in applying hydrologic models in managed catchments despite uncertainties around model inputs and empirical relationships to simulate complex geo-hydrological processes of streamflow and sediment variations. Unquantified interactio...

(This article belongs to the Special Issue Water Resources and Land Use Planning)

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