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  • Article
  • Open Access
23 Citations
3,658 Views
21 Pages

26 March 2021

Understanding rainfall processes as the main driver of the hydrological cycle is important for formulating future water management strategies; however, rainfall data availability is challenging for countries such as Ethiopia. This study aims to evalu...

  • Article
  • Open Access
76 Citations
11,064 Views
19 Pages

Soil Erosion Processes in European Vineyards: A Qualitative Comparison of Rainfall Simulation Measurements in Germany, Spain and France

  • Jesús Rodrigo Comino,
  • Thomas Iserloh,
  • Xavier Morvan,
  • Oumarou Malam Issa,
  • Christophe Naisse,
  • Saskia D. Keesstra,
  • Artemio Cerdà,
  • Massimo Prosdocimi,
  • José Arnáez and
  • Johannes B. Ries
  • + 7 authors

18 February 2016

Small portable rainfall simulators are considered a useful tool to analyze soil erosion processes in cultivated lands. European research groups in Spain (Valencia, Málaga, Lleida, Madrid and La Rioja), France (Reims) and Germany (Trier) have used dif...

  • Article
  • Open Access
35 Citations
8,064 Views
17 Pages

The Precipitation Inferred from Soil Moisture (PrISM) Near Real-Time Rainfall Product: Evaluation and Comparison

  • Thierry Pellarin,
  • Carlos Román-Cascón,
  • Christian Baron,
  • Rajat Bindlish,
  • Luca Brocca,
  • Pierre Camberlin,
  • Diego Fernández-Prieto,
  • Yann H. Kerr,
  • Christian Massari and
  • Guillaume Quantin
  • + 3 authors

3 February 2020

Near real-time precipitation is essential to many applications. In Africa, the lack of dense rain-gauge networks and ground weather radars makes the use of satellite precipitation products unavoidable. Despite major progresses in estimating precipita...

  • Article
  • Open Access
1 Citations
2,194 Views
16 Pages

Comparison of Future Design Rainfall with Current Design Rainfall: A Case Study in New South Wales, Australia

  • Iqbal Hossain,
  • Monzur Imteaz,
  • Shirley Gato-Trinidad and
  • Abdullah Gokhan Yilmaz

21 June 2024

Climate change impacts have the potential to alter the design rainfall estimates around the world. Decreasing trends in the summer and winter rainfall in New South Wales (NSW), Australia have already been observed due to climate variability and chang...

  • Article
  • Open Access
46 Citations
8,004 Views
15 Pages

9 June 2018

In this paper, an experimental comparison between different rainfall harvesting devices through the study of the electrical rectifying circuit is proposed. In more detail, three harvesting structures are considered: the cantilever, the bridge and the...

  • Article
  • Open Access
33 Citations
13,529 Views
30 Pages

Comparison of Satellite Rainfall Estimates and Rain Gauge Measurements in Italy, and Impact on Landslide Modeling

  • Mauro Rossi,
  • Dalia Kirschbaum,
  • Daniela Valigi,
  • Alessandro Cesare Mondini and
  • Fausto Guzzetti

3 December 2017

Landslides can be triggered by intense or prolonged rainfall. Rain gauge measurements are commonly used to predict landslides even if satellite rainfall estimates are available. Recent research focuses on the comparison of satellite estimates and gau...

  • Article
  • Open Access
44 Citations
4,538 Views
24 Pages

A Comparison of BPNN, GMDH, and ARIMA for Monthly Rainfall Forecasting Based on Wavelet Packet Decomposition

  • Wenchuan Wang,
  • Yujin Du,
  • Kwokwing Chau,
  • Haitao Chen,
  • Changjun Liu and
  • Qiang Ma

14 October 2021

Accurate rainfall forecasting in watersheds is of indispensable importance for predicting streamflow and flash floods. This paper investigates the accuracy of several forecasting technologies based on Wavelet Packet Decomposition (WPD) in monthly rai...

  • Article
  • Open Access
333 Citations
21,192 Views
19 Pages

Evaluation of Satellite Rainfall Estimates for Drought and Flood Monitoring in Mozambique

  • Carolien Toté,
  • Domingos Patricio,
  • Hendrik Boogaard,
  • Raymond Van der Wijngaart,
  • Elena Tarnavsky and
  • Chris Funk

5 February 2015

Satellite derived rainfall products are useful for drought and flood early warning and overcome the problem of sparse, unevenly distributed and erratic rain gauge observations, provided their accuracy is well known. Mozambique is highly vulnerable to...

  • Article
  • Open Access
2 Citations
2,628 Views
19 Pages

26 October 2024

Accurate quantitative precipitation estimation (QPE) is fundamental for a large number of hydrometeorological applications, especially when addressing extreme rainfall phenomena. This paper presents a comprehensive comparison of various rainfall esti...

  • Feature Paper
  • Article
  • Open Access
18 Citations
7,367 Views
20 Pages

Comparison of Methods for Filling Daily and Monthly Rainfall Missing Data: Statistical Models or Imputation of Satellite Retrievals?

  • Luíza Virgínia Duarte,
  • Klebber Teodomiro Martins Formiga and
  • Veber Afonso Figueiredo Costa

6 October 2022

Accurate estimation of precipitation patterns is essential for the modeling of hydrological systems and for the planning and management of water resources. However, rainfall time series, as obtained from traditional rain gauges, are frequently corrup...

  • Article
  • Open Access
31 Citations
7,276 Views
25 Pages

A Comparative Evaluation of the Performance of CHIRPS and CFSR Data for Different Climate Zones Using the SWAT Model

  • Yeganantham Dhanesh,
  • V. M. Bindhu,
  • Javier Senent-Aparicio,
  • Tássia Mattos Brighenti,
  • Essayas Ayana,
  • P. S. Smitha,
  • Chengcheng Fei and
  • Raghavan Srinivasan

21 September 2020

The spatial and temporal scale of rainfall datasets is crucial in modeling hydrological processes. Recently, open-access satellite precipitation products with improved resolution have evolved as a potential alternative to sparsely distributed ground-...

  • Article
  • Open Access
11 Citations
3,144 Views
13 Pages

Discrete Element Simulation of the Road Slope Considering Rainfall Infiltration

  • Xiao Gu,
  • Wen Nie,
  • Qihang Li,
  • Jiabo Geng,
  • Tao Zhou and
  • Canming Yuan

13 November 2022

Rainfall infiltration is the primary factor that induces landslides. In this paper, discrete element software (PFC3D) was used to establish a novel rainfall infiltration model, which integrates water transfer, intensity decay and seepage force into t...

  • Article
  • Open Access
11 Citations
2,610 Views
28 Pages

13 October 2023

To enable the accurate assessment of landslide susceptibility in the upper reaches of the Minjiang River Basin, this research intends to spatially compare landslide susceptibility maps obtained from unclassified landslides directly and the spatial su...

  • Article
  • Open Access
27 Citations
6,765 Views
18 Pages

Comparison of Hydrological Platforms in Assessing Rainfall-Runoff Behavior in a Mediterranean Watershed of Northern Morocco

  • Mourad Aqnouy,
  • Mohamed Ahmed,
  • Gebiaw T. Ayele,
  • Ismail Bouizrou,
  • Abdelmounim Bouadila and
  • Jamal Eddine Stitou El Messari

22 January 2023

This research evaluates the applicability of different types of hydrological models to simulate discharge behavior scenarios in a northern Moroccan watershed, Oued Laou Watershed (OLW). In this context, an improved understanding of the runoff mechani...

  • Article
  • Open Access
5 Citations
2,907 Views
21 Pages

5 October 2023

The surface fine dead fuel moisture content (FFMC) is an important factor in predicting forest fire risk and is influenced by various meteorological factors. Many prediction methods rely on temperature and humidity as factors, resulting in poor model...

  • Article
  • Open Access
14 Citations
5,143 Views
24 Pages

Multifractal Comparison of Reflectivity and Polarimetric Rainfall Data from C- and X-Band Radars and Respective Hydrological Responses of a Complex Catchment Model

  • Igor Paz,
  • Bernard Willinger,
  • Auguste Gires,
  • Abdellah Ichiba,
  • Laurent Monier,
  • Christophe Zobrist,
  • Bruno Tisserand,
  • Ioulia Tchiguirinskaia and
  • Daniel Schertzer

4 March 2018

This paper presents a comparison between C-band and X-band radar data over an instrumented and regulated catchment of the Paris region. We study the benefits of polarimetry and the respective hydrological impacts with the help of rain gauge and flow...

  • Article
  • Open Access
83 Citations
10,013 Views
23 Pages

15 November 2018

Precipitation is one of the essential variables in rainfall-runoff modeling. For hydrological purposes, the most commonly used data sources of precipitation are rain gauges and weather radars. Recently, multi-satellite precipitation estimates have ga...

  • Article
  • Open Access
7 Citations
3,185 Views
15 Pages

Comparison of Rainfall Partitioning and Estimation of the Utilisation of Available Water in a Monoculture Beech Forest and a Mixed Beech-Oak-Linden Forest

  • Kateřina Novosadová,
  • Jiří Kadlec,
  • Štěpánka Řehořková,
  • Marie Matoušková,
  • Josef Urban and
  • Radek Pokorný

9 January 2023

Monoculture forests formed by Fagus sylvatica L. belong to one of the most sensitive forest ecosystems, mainly at low altitudes. Cultivation of this species in mixed stands should reduce its sensitivity to drought in the vegetation period, which is w...

  • Article
  • Open Access
23 Citations
4,734 Views
18 Pages

Assessment and Comparison of Satellite-Based Rainfall Products: Validation by Hydrological Modeling Using ANN in a Semi-Arid Zone

  • Said Rachidi,
  • EL Houssine El Mazoudi,
  • Jamila El Alami,
  • Mourad Jadoud and
  • Salah Er-Raki

24 May 2023

Several satellite precipitation estimates are becoming available globally, offering new possibilities for modeling water resources, especially in regions where data are scarce. This work provides the first validation of four satellite precipitation p...

  • Article
  • Open Access
15 Citations
5,969 Views
25 Pages

This study analyzed the characteristics of, and locations prone to, extreme rainfall-induced landslides in three watersheds in Taiwan, as well as the long-term evolution of landslides in the Laonong River watershed (LRW), based on multiannual landsli...

  • Article
  • Open Access
26 Citations
6,316 Views
17 Pages

Comparison between Vegetation and Rainfall of Bioclimatic Ecoregions in Central Africa

  • Sonfack Rousvel,
  • Nzeukou Armand,
  • Lenouo Andre,
  • Siddi Tengeleng,
  • Tchakoutio Sandjon Alain and
  • Kaptue Armel

13 November 2013

This paper investigates the relationship between the Normalized Difference Vegetation Index (NDVI) and extracted rainfall in the Global Precipitation Climatology Project (GPCP) in Central Africa between latitudes 15°S and 20°N and longitudes 0°E a...

  • Article
  • Open Access
1 Citations
2,656 Views
17 Pages

Comparison Link Function from Summer Rainfall Network in Amazon Basin

  • C. Arturo Sánchez P.,
  • Alan J. P. Calheiros,
  • Sâmia R. Garcia and
  • Elbert E. N. Macau

13 December 2023

The Amazon Basin is the largest rainforest in the world, and studying the rainfall in this region is crucial for understanding the functioning of the entire rainforest ecosystem and its role in regulating the regional and global climate. This work is...

  • Article
  • Open Access
8 Citations
2,699 Views
19 Pages

A Comparison of Different Methods for Rainfall Imputation: A Galician Case Study

  • José Vidal-Paz,
  • Benigno Antonio Rodríguez-Gómez and
  • José A. Orosa

13 November 2023

With the ultimate goal of developing models that involve the use of environmental variables, a GIS-based application is being developed that is circumscribed to the region of Galicia (Spain). Ten-minute data of six meteorological variables were colle...

  • Abstract
  • Open Access
1 Citations
1,523 Views
1 Page

Interactions between soil and rainfall plays a vital role in ecological, hydrological and biogeochemical cycles of land. Among those interactions, the phenomenon of rainfall induced soil erosion is crucial to the soil functions, as it affects the soi...

  • Article
  • Open Access
109 Citations
13,201 Views
18 Pages

Comparison of Spatial Interpolation Schemes for Rainfall Data and Application in Hydrological Modeling

  • Tao Chen,
  • Liliang Ren,
  • Fei Yuan,
  • Xiaoli Yang,
  • Shanhu Jiang,
  • Tiantian Tang,
  • Yi Liu,
  • Chongxu Zhao and
  • Liming Zhang

11 May 2017

The spatial distribution of precipitation is an important aspect of water-related research. The use of different interpolation schemes in the same catchment may cause large differences and deviations from the actual spatial distribution of rainfall....

  • Article
  • Open Access
11 Citations
3,098 Views
20 Pages

Comparison of CML Rainfall Data against Rain Gauges and Disdrometers in a Mountainous Environment

  • Roberto Nebuloni,
  • Greta Cazzaniga,
  • Michele D’Amico,
  • Cristina Deidda and
  • Carlo De Michele

22 April 2022

Despite the several sources of inaccuracy, commercial microwave links (CML) have been recently exploited to estimate the average rainfall intensity along the radio path from signal attenuation. Validating these measurements against “ground trut...

  • Article
  • Open Access
26 Citations
5,481 Views
16 Pages

30 October 2020

This study compares multi model ensemble (MME) projections of rainfall using general quantile mapping, gamma quantile mapping, Power Transformation and Linear Scaling bias correction (BC) methods for representative concentration pathways (RCPs) 4.5 a...

  • Article
  • Open Access
14 Citations
4,157 Views
16 Pages

Return Level Estimation of Extreme Rainfall over the Iberian Peninsula: Comparison of Methods

  • Francisco Javier Acero,
  • Sylvie Parey,
  • José Agustín García and
  • Didier Dacunha-Castelle

9 February 2018

Different ways to estimate future return levels (RLs) for extreme rainfall, based on extreme value theory (EVT), are described and applied to the Iberian Peninsula (IP). The study was done for an ensemble of high quality rainfall time series observed...

  • Article
  • Open Access
57 Citations
8,816 Views
27 Pages

A Comparison of Machine Learning Models for Predicting Rainfall in Urban Metropolitan Cities

  • Vijendra Kumar,
  • Naresh Kedam,
  • Kul Vaibhav Sharma,
  • Khaled Mohamed Khedher and
  • Ayed Eid Alluqmani

14 September 2023

Current research studies offer an investigation of machine learning methods used for forecasting rainfall in urban metropolitan cities. Time series data, distinguished by their temporal complexities, are exploited using a unique data segmentation app...

  • Article
  • Open Access
65 Citations
13,312 Views
34 Pages

A Comparison of Continuous and Event-Based Rainfall–Runoff (RR) Modelling Using EPA-SWMM

  • Sharif Hossain,
  • Guna Alankarage Hewa and
  • Subhashini Wella-Hewage

24 March 2019

This study investigates the comparative performance of event-based and continuous simulation modelling of a stormwater management model (EPA-SWMM) in calculating total runoff hydrographs and direct runoff hydrographs. Myponga upstream and Scott Creek...

  • Article
  • Open Access
20 Citations
8,877 Views
22 Pages

25 March 2023

Precise rainfall measurement is essential for achieving reliable results in hydrologic applications. The technological advancement has brought numerous rainfall datasets that can be available to assess rainfall patterns. However, the suitability of a...

  • Proceeding Paper
  • Open Access
5 Citations
2,362 Views
8 Pages

Climate change affects many meteorological parameters that could result in spatiotemporal variations of the hydrological cycle. These variations can affect local rainfall intensities or design storms; therefore, it is necessary to assess the local ef...

  • Article
  • Open Access
13 Citations
5,207 Views
24 Pages

Understanding Rainfall Distribution Characteristics over the Vietnamese Mekong Delta: A Comparison between Coastal and Inland Localities

  • Huynh Vuong Thu Minh,
  • Bui Thi Bich Lien,
  • Dang Thi Hong Ngoc,
  • Tran Van Ty,
  • Nguyen Vo Chau Ngan,
  • Nguyen Phuoc Cong,
  • Nigel K. Downes,
  • Gowhar Meraj and
  • Pankaj Kumar

10 February 2024

This study examines the changing rainfall patterns in the Vietnamese Mekong Delta (VMD) utilizing observational data spanning from 1978 to 2022. We employ the Mann–Kendall test, the sequential Mann–Kendall test, and innovative trend analy...

  • Article
  • Open Access
2 Citations
2,053 Views
24 Pages

13 February 2025

Rainfall–runoff models are crucial tools for managing water resources. The absence of reliable rainfall data in many regions of the world is a major limitation for these models, notably in many African countries, although some recent global rai...

  • Article
  • Open Access
26 Citations
7,387 Views
14 Pages

Performance Evaluation and Comparison of Satellite-Derived Rainfall Datasets over the Ziway Lake Basin, Ethiopia

  • Aster Tesfaye Hordofa,
  • Olkeba Tolessa Leta,
  • Tena Alamirew,
  • Nafyad Serre Kawo and
  • Abebe Demissie Chukalla

8 July 2021

Consistent time series rainfall datasets are important in performing climate trend analyses and agro-hydrological modeling. However, temporally consistent ground-based and long-term observed rainfall data are usually lacking for such analyses, especi...

  • Article
  • Open Access
15 Citations
5,657 Views
17 Pages

17 June 2020

Due to its location, its old sewage system, and the channelling of rivers, Oslo is highly exposed to urban flooding. Thus, it is crucial to provide relevant and reliable information on extreme precipitation in the planning and design of infrastructur...

  • Article
  • Open Access
7 Citations
3,827 Views
22 Pages

23 November 2023

This study delved into the analysis of hourly observed as well as future precipitation data in the towns of Willoughby and Buffalo on the Lake Erie Coast to examine the variations in IDF relationships over the 21st century. Several regional climate m...

  • Article
  • Open Access
19 Citations
3,698 Views
21 Pages

7 January 2022

Satellites offer a way of estimating rainfall away from rain gauges which can be utilised to overcome the limitations imposed by gauge density on traditional rain gauge analyses. In this study, Australian station data along with the Japan Aerospace E...

  • Article
  • Open Access
10 Citations
3,159 Views
24 Pages

Sequential Data Processing for IMERG Satellite Rainfall Comparison and Improvement Using LSTM and ADAM Optimizer

  • Seng Choon Toh,
  • Sai Hin Lai,
  • Majid Mirzaei,
  • Eugene Zhen Xiang Soo and
  • Fang Yenn Teo

17 June 2023

This study introduces a systematic methodology whereby different technologies were utilized to download, pre-process, and interactively compare the rainfall datasets from the Integrated Multi-Satellite Retrievals for Global Precipitation Mission (IME...

  • Article
  • Open Access
1 Citations
3,011 Views
17 Pages

19 February 2023

Due to the spatial variability of hydraulic properties, probabilistic slope seepage analysis becomes necessary. This study conducts a probabilistic analysis of slope seepage under rainfall, considering the spatial variability of saturated hydraulic c...

  • Article
  • Open Access
43 Citations
6,239 Views
18 Pages

11 January 2022

To better understand the effect and constraint of different data lengths on the data-driven model training for the rainfall-runoff simulation, the support vector regression (SVR) approach was applied to the data-driven model as the core algorithm in...

  • Article
  • Open Access
5 Citations
2,439 Views
20 Pages

Comparison between Multi-Physics and Stochastic Approaches for the 20 July 2021 Henan Heavy Rainfall Case

  • Duanzhou Shao,
  • Yu Zhang,
  • Jianjun Xu,
  • Hanbin Zhang,
  • Siqi Chen and
  • Shifei Tu

3 July 2022

In this study, three model perturbation schemes, the stochastically perturbed parameter scheme (SPP), stochastically perturbed physics tendency (SPPT), and multi-physics process parameterization (MP), were used to represent the model errors in the re...

  • Article
  • Open Access
22 Citations
6,786 Views
24 Pages

The objective of flood frequency analysis (FFA) is to associate flood intensity with a probability of exceedance. Many methods are currently employed for this, ranging from statistical distribution fitting to simulation approaches. In many cases the...

  • Article
  • Open Access
53 Citations
6,973 Views
24 Pages

9 October 2021

Precipitation is considered a crucial component in the hydrological cycle and changes in its spatial pattern directly influence the water resources. We compare different interpolation techniques in predicting the spatial distribution pattern of preci...

  • Article
  • Open Access
1 Citations
1,771 Views
15 Pages

9 August 2023

The isotopic composition of precipitation provides valuable information about its source and transportation. However, raindrops interact with vegetation before reaching the earth’s surface, leading to isotopic changes in the infiltrating water....

  • Article
  • Open Access
10 Citations
5,612 Views
22 Pages

Comparison of Changes in Soil Moisture Content Following Rainfall in Different Subtropical Plantations of the Yangtze River Delta Region

  • Xin Liu,
  • Yingzhou Tang,
  • Xuefei Cheng,
  • Zhaohui Jia,
  • Chong Li,
  • Shilin Ma,
  • Lu Zhai,
  • Bo Zhang and
  • Jinchi Zhang

27 March 2021

Rainfall is an indispensable link in the atmospheric water cycle, which plays a critical role in forest hydrology. Quercus acutissima and Cunninghamia lanceolata are two fast-growing and economically important tree species in the middle and lower rea...

  • Article
  • Open Access
157 Citations
12,677 Views
13 Pages

24 February 2016

Rainfall-runoff models can be classified into three types: physically based models, conceptual models, and empirical models. In this latter class of models, the catchment is considered as a black box, without any reference to the internal processes t...

  • Article
  • Open Access
5 Citations
3,278 Views
19 Pages

9 March 2023

Runoff information can be used for establishing watershed water management plans. However, hydrological models with complex parameters make it difficult to quickly estimate runoff. This study developed a one-parameter new exponential (ONE) model for...

  • Article
  • Open Access
22 Citations
4,867 Views
17 Pages

21 June 2023

This study compares the bias correction techniques of empirical quantile mapping (QM) and the Long Short-Term Memory (LSTM) machine learning model for summertime daily rainfall simulation focusing on precipitation-dependent bias and temporal variatio...

  • Article
  • Open Access
58 Citations
8,778 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...

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