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  • Proceeding Paper
  • Open Access
2,474 Views
5 Pages

Regionalization of Drought across Pakistan

  • Tausif Khan,
  • Zeeshan Waheed,
  • Muhammad Nauman Altaf,
  • Muhammad Naveed Anjum,
  • Fiaz Hussain and
  • Muhammad Azam

Due to Pakistan’s complex hydro-climatic and topographical features, drought is a severe problem. It is necessary to regionalize various topographical and hydrometeorological occurrences into uniform zones. The regionalization of clusters acros...

(This article belongs to the Proceedings of The 1st International Precision Agriculture Pakistan Conference 2022 (PAPC 2022)—Change the Culture of Agriculture)
  • Article
  • Open Access
29 Citations
6,146 Views
21 Pages

Regionalization of a Rainfall-Runoff Model: Limitations and Potentials

  • Jung-Hun Song,
  • Younggu Her,
  • Kyo Suh,
  • Moon-Seong Kang and
  • Hakkwan Kim

28 October 2019

Regionalized lumped rainfall-runoff (RR) models have been widely employed as a means of predicting the streamflow of an ungauged watershed because of their simple yet effective simulation strategies. Parameter regionalization techniques relate the pa...

(This article belongs to the Special Issue Study for Ungauged Catchments—Data, Models and Uncertainties)
  • Article
  • Open Access
14 Citations
6,912 Views
16 Pages

Regionalization Analysis and Mapping for the Source and Sink of Tourist Flows

  • Qiushi Gu,
  • Haiping Zhang,
  • Min Chen and
  • Chongcheng Chen

At present, population mobility for the purpose of tourism has become a popular phenomenon. As it becomes easier to capture big data on the tourist digital footprint, it is possible to analyze the respective regional features and driving forces for b...

(This article belongs to the Special Issue Smart Cartography for Big Data Solutions)
  • Article
  • Open Access
15 Citations
5,047 Views
39 Pages

Evaluation of Regionalization of Soil and Water Conservation in China

  • Danyang Wang,
  • Zhongwu Li,
  • Guangming Zeng,
  • Xiaodong Nie and
  • Chun Liu

17 September 2018

This paper evaluates the regionalization of soil and water conservation in China, decades after its widespread implementation across the country. The authors mainly address two questions. First, to what extent could achievements in soil erosion and w...

  • Article
  • Open Access
6 Citations
3,334 Views
27 Pages

A Regionalization Approach Based on the Comparison of Different Clustering Techniques

  • José Luis Aguilar Colmenero and
  • Javier Portela Garcia-Miguel

15 November 2024

For biodiversity conservation and the development of protected areas, it is essential to create strategic plans that ensure the preservation and sustainable use of natural resources. Biogeography plays a crucial role in supporting these efforts by id...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access
8 Citations
2,730 Views
27 Pages

Flash Flood Regionalization for the Hengduan Mountains Region, China, Combining GNN and SHAP Methods

  • Yifan Li,
  • Chendi Zhang,
  • Peng Cui,
  • Marwan Hassan,
  • Zhongjie Duan,
  • Suman Bhattacharyya,
  • Shunyu Yao and
  • Yang Zhao

7 March 2025

The Hengduan Mountains region (HMR) is vulnerable to flash flood disasters, which account for the largest proportion of flood-related fatalities in China. Flash flood regionalization, which divides a region into homogeneous subdivisions based on flas...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
  • Article
  • Open Access
10 Citations
6,189 Views
24 Pages

Socio-Ecological Regionalization of the Urban Sub-Basins in Mexico

  • Mónica Cervantes-Jiménez,
  • Carlos Alberto Mastachi-Loza,
  • Carlos Díaz-Delgado,
  • Miguel Ángel Gómez-Albores and
  • Enrique González-Sosa

2 January 2017

Mexico is a diverse country in terms of culture and natural environments. For this reason, the delimitation of homogeneous basins with similar environmental, social, and economic attributes is important in order to facilitate the elaboration of high-...

  • Article
  • Open Access
2,114 Views
36 Pages

Analysis of Precipitation and Regionalization of Torrential Rainfall in Bulgaria

  • Krastina Malcheva,
  • Neyko Neykov,
  • Lilia Bocheva,
  • Anastasiya Stoycheva and
  • Nadya Neykova

1 February 2026

The increasing frequency of extreme rainfall events that cause severe damage is considered a clear sign of climate change. Therefore, analyzing these events and gaining a better understanding of the circulation patterns that form precipitation regime...

(This article belongs to the Section Weather, Events and Impacts)
  • Article
  • Open Access
5 Citations
3,581 Views
15 Pages

14 February 2025

Precipitation data from 104 meteorological stations in Inner Mongolia from 1960 to 2018 were analyzed to examine the regionalization and characteristics of precipitation variations. Using rotated empirical orthogonal function (REOF) analysis and K-me...

(This article belongs to the Section Meteorology)
  • Article
  • Open Access
15 Citations
7,565 Views
23 Pages

Regionalization of Drought across South Korea Using Multivariate Methods

  • Muhammad Azam,
  • Hyung Keun Park,
  • Seung Jin Maeng and
  • Hyung San Kim

29 December 2017

Topographic and hydro-climatic features of South Korea are highly heterogeneous and able to influence the drought phenomena in the region. The complex topographical and hydro-climatic features of South Korea need a statistically accurate method to fi...

  • Article
  • Open Access
2 Citations
2,551 Views
19 Pages

9 September 2022

Carrying out mountain-hazards developing environment research is helpful for understanding the spatial characteristics of the mountain hazards so as to contribute to mountain-hazards prevention and mitigation and the safety of infrastructures and maj...

(This article belongs to the Special Issue Landslide and Natural Hazard Monitoring)
  • Article
  • Open Access
1,174 Views
24 Pages

Regionalization of the Croatian Landscape: An Integrative Approach to Methods and Criteria for Defining Boundaries

  • Lara Bogovac,
  • Monika Kamenečki,
  • Petra Pereković,
  • Ines Hrdalo and
  • Dora Tomić Reljić

16 October 2025

The purpose of this paper is to examine how existing regionalizations in the Republic of Croatia differ in their criteria for region separation, to identify their similarities and differences, and to outline the key characteristics of each defined re...

(This article belongs to the Special Issue Geographic Information Systems (GIS) in Landscape Analysis and Landscape Protection)
  • Article
  • Open Access
1,339 Views
17 Pages

Regionalization of Short-Duration Storm Temporal Patterns Using Huff Curves in a Coastal Tropical Region

  • Valeria Hernández Zambrano,
  • Luis Simancas Martínez,
  • Andrés Hatum Pontón and
  • John J. Ramirez-Avila

Tropical coastal regions exhibit pronounced spatial and temporal variability in rainfall driven by seasonal atmospheric circulation and coastal–orographic interactions. Accurate representation of the temporal distribution of rainfall is essenti...

(This article belongs to the Section Hydrological and Hydrodynamic Processes and Modelling)
  • Review
  • Open Access
2,440 Views
18 Pages

4 April 2025

Estimating surface runoff in ungauged basins is important for planning and managing water resources, as well as for developing civil and environmental projects. Within the estimation of surface runoff are the minimum flows, which are important for as...

(This article belongs to the Special Issue Application of Big Data and Deep Learning in Hydrological Modelling, Flood and Drought Monitoring)
  • Article
  • Open Access
17 Citations
4,212 Views
16 Pages

Identification and Regionalization of Cold Resistance of Wine Grape Germplasms (V. vinifera)

  • Zhilei Wang,
  • Ying Wang,
  • Dong Wu,
  • Miao Hui,
  • Xing Han,
  • Tingting Xue,
  • Fei Yao,
  • Feifei Gao,
  • Xiao Cao and
  • Hua Wang
  • + 1 author

9 November 2021

With the extreme changes of the global climate, winter freezing injury has become an important limiting factor for the development of the global grape industry. Therefore, there is a significant need for the screening of cold-resistant wine grape ger...

(This article belongs to the Section Crop Production)
  • Article
  • Open Access
29 Citations
7,726 Views
17 Pages

15 December 2017

To prevent potentially unsuitable activities during vegetation restoration, it is important to examine the impact of historical restoration activities on the target ecological system to inform future restoration policies. Taking the Loess Plateau of...

  • Article
  • Open Access
1 Citations
3,003 Views
22 Pages

Decomposed Iterative Optimal Power Flow with Automatic Regionalization

  • Xinhu Zheng,
  • Dongliang Duan,
  • Liuqing Yang and
  • Haonan Wang

22 September 2020

The optimal power flow (OPF) problem plays an important role in power system operation and control. The problem is nonconvex and NP-hard, hence global optimality is not guaranteed and the complexity grows exponentially with the size of the system. Th...

(This article belongs to the Section F: Electrical Engineering)
  • Article
  • Open Access
11 Citations
3,876 Views
21 Pages

Marine Environmental Regionalization for the Beibu Gulf Based on a Physical-Biological Model

  • Huanglei Pan,
  • Xiaolong Yu,
  • Dishi Liu,
  • Dalin Shi,
  • Shengyun Yang and
  • Weiran Pan

11 February 2021

A physical–biological ocean model was employed to investigate characteristics of the Beibu Gulf in the northwest South China Sea (SCS) from 2011 to 2015. We adopted the spatially constrained multivariate clustering method to determine the refined mar...

(This article belongs to the Section Marine Environmental Science)
  • Article
  • Open Access
24 Citations
3,453 Views
21 Pages

Application of the Regression-Augmented Regionalization Approach for BTOP Model in Ungauged Basins

  • Ying Zhu,
  • Lingxue Liu,
  • Fangling Qin,
  • Li Zhou,
  • Xing Zhang,
  • Ting Chen,
  • Xiaodong Li and
  • Tianqi Ao

21 August 2021

Ten years after the Predictions in Ungauged Basins (PUB) initiative was put forward, known as the post-PUB era (2013 onwards), reducing uncertainty in hydrological prediction in ungauged basins still receives considerable attention. This integration...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
2 Citations
1,409 Views
20 Pages

11 April 2025

The accurate estimation of low flow is necessary for effective water resource management, especially in regions with limited hydrological data. This study aims to enhance low-flow prediction by developing regional regression models based on climatolo...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
5 Citations
4,070 Views
16 Pages

4 January 2020

Agricultural nonpoint source pollution has been a serious problem in China; however, currently a lack of basic data and quantitative analysis hinders control and reduction of agricultural nonpoint source pollution. Therefore, it is necessary to explo...

(This article belongs to the Section Sustainable Agriculture)
  • Article
  • Open Access
27 Citations
6,245 Views
17 Pages

Research on Parameter Regionalization of Distributed Hydrological Model Based on Machine Learning

  • Wenchuan Wang,
  • Yanwei Zhao,
  • Yong Tu,
  • Rui Dong,
  • Qiang Ma and
  • Changjun Liu

28 January 2023

In the past decade, more than 300 people have died per year on average due to mountain torrents in China. Mountain torrents mostly occur in ungauged small and medium-sized catchments, so it is difficult to maintain high accuracy of flood prediction....

(This article belongs to the Special Issue Flash Floods: Forecasting, Monitoring and Mitigation Strategies)
  • Article
  • Open Access
1,811 Views
18 Pages

Climate Change and Its Impacts on the Planting Regionalization of Potato in Gansu Province, China

  • Yulan Lu,
  • Junying Han,
  • Guang Li,
  • Zhengang Yan,
  • Lixia Dong,
  • Zhigang Nie and
  • Qiang Liu

21 January 2025

This study aims to explore the impacts of climate change on potato planting in Gansu Province so as to be able to adjust potato planting pattern scientifically and rationally. (1) Air precipitation and temperature time-series datasets were obtained f...

(This article belongs to the Section Agroecology Innovation: Achieving System Resilience)
  • Article
  • Open Access
526 Views
42 Pages

Regionalization of Rainfall Characteristics in Semiarid Botswana Using Gridded Data and L-Moments

  • Godiraone A. Nkoni,
  • Kgakgamatso M. Mphale,
  • Nicholas C. Mbangiwa and
  • Sydney. H. Samuel

23 July 2026

The monthly CHIRPS ver. 2 gridded rainfall dataset from 1981 to 2016 was employed to analyze distinct precipitation variability patterns and regimes in semi-arid Botswana. An S-mode eigen analysis was performed on the correlation matrix of the rainfa...

(This article belongs to the Section Climatology)
  • Article
  • Open Access
3 Citations
2,186 Views
19 Pages

25 September 2024

In this study, we extend our previous work on a two-dimensional convolutional neural network (2DCNN) for spatial prediction of groundwater nitrate, focusing on improving uncertainty quantification. Our enhanced model incorporates a fully probabilisti...

  • Article
  • Open Access
87 Citations
16,260 Views
16 Pages

Rainfall Characteristics and Regionalization in Peninsular Malaysia Based on a High Resolution Gridded Data Set

  • Chee Loong Wong,
  • Juneng Liew,
  • Zulkifli Yusop,
  • Tarmizi Ismail,
  • Raymond Venneker and
  • Stefan Uhlenbrook

2 November 2016

Daily gridded rainfall data over Peninsular Malaysia are delineated using an objective clustering algorithm, with the objective of classifying rainfall grids into groups of homogeneous regions based on the similarity of the rainfall annual cycles. It...

(This article belongs to the Special Issue Advances in Hydro-Meteorological Monitoring)
  • Article
  • Open Access
5 Citations
3,438 Views
16 Pages

30 July 2023

Achieving universal access to water and sanitation services in developing countries requires a coherent legal, political, and institutional environment, along with a clear financial strategy. Regionalizing utilities may be crucial for addressing disp...

(This article belongs to the Special Issue Urban Water Management and Governance)
  • Article
  • Open Access
490 Views
27 Pages

9 August 2026

Reliable rainfall regionalization underpins hydrological design and the transfer of rainfall information to ungauged or short-record sites, yet it is especially difficult in arid regions with strong spatial and temporal variability and short, uneven...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
2 Citations
3,866 Views
16 Pages

Application of a Regionalization Method for Estimating Flash Floods: Cuautepec Basin, Mexico

  • Maritza Arganis,
  • Margarita Preciado,
  • Faustino De Luna,
  • Liliana Cruz,
  • Ramón Domínguez and
  • Olaf Santana

11 January 2023

A rainfall regionalization method based on variation coefficient was applied with a variant in the construction of flash flood hyetographs with several return periods using the flash flood shape of the historical event that occurred in September 2021...

(This article belongs to the Special Issue Flash Floods: Forecasting, Monitoring and Mitigation Strategies)
  • Article
  • Open Access
16 Citations
2,765 Views
15 Pages

Geographical Disparities and Patients’ Mobility: A Plea for Regionalization of Pancreatic Surgery in Italy

  • Gianpaolo Balzano,
  • Giovanni Guarneri,
  • Nicolò Pecorelli,
  • Stefano Partelli,
  • Stefano Crippa,
  • Augusto Vico,
  • Massimo Falconi and
  • Giovanni Baglio

24 April 2023

Patients requiring complex treatments, such as pancreatic surgery, may need to travel long distances and spend extended periods of time away from home, particularly when healthcare provision is geographically dispersed. This raises concerns about equ...

(This article belongs to the Section Cancer Therapy)
  • Article
  • Open Access
1 Citations
2,487 Views
32 Pages

27 December 2025

Intensity–Duration–Frequency (IDF) curves are essential tools in the design of stormwater management systems and are often used over long periods without frequent updates. However, the continuous collection of rainfall data and the expans...

  • Article
  • Open Access
5 Citations
3,594 Views
25 Pages

29 April 2021

A large-scale global canopy height map (GCHM) is essential for global forest aboveground biomass estimation. Four GCHMs have recently been built using data from the Geoscience Laser Altimeter System (GLAS) sensor aboard the Ice, Cloud, and land Eleva...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
3 Citations
2,876 Views
22 Pages

The regionalization of input–output tables enables a granular understanding of economic systems, allowing for interregional and interindustry analysis for goods and services in a local economy. This paper details the construction of an intermun...

  • Article
  • Open Access
3 Citations
2,936 Views
21 Pages

1 December 2022

The Czech Republic uses a dual system of agricultural land prices, namely the formal/official price—for tax purposes—and the market price in the case of a standard sale or purchase of farmland. This paper focuses on the construction of an...

(This article belongs to the Topic Water and Soil Management in Adaptation to Climate Change)
  • Article
  • Open Access
10 Citations
3,379 Views
21 Pages

Effects of Geomorphic Spatial Differentiation on Vegetation Distribution Based on Remote Sensing and Geomorphic Regionalization

  • Hua Xu,
  • Weiming Cheng,
  • Baixue Wang,
  • Keyu Song,
  • Yichi Zhang,
  • Ruibo Wang and
  • Anming Bao

17 March 2024

As the core area of human activities and economic development in the Xinjiang Autonomous Region, the hilly oasis zone of Xinjiang directly affects the regional sustainable development and stability of the ecosystem. Understanding the effects of diffe...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
  • Article
  • Open Access
26 Citations
4,952 Views
15 Pages

27 March 2018

The regulation and management of ecosystem services are fundamental for sustainable development in mountain areas. Although no obvious vertical band spectrum exists in Taihang Mountain region, vertical differentiation of ecological characteristics in...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
3 Citations
687 Views
27 Pages

23 March 2026

The Tianshan–Pamir mountain region, serving as the core “water tower” for countries in Central Asia east of the Aral Sea, is a critical bulwark for sustaining downstream socioeconomic systems. However, constrained by complex topogra...

  • Article
  • Open Access
265 Views
25 Pages

22 September 2026

Intensity-duration-frequency (IDF) equations are essential for hydraulic design but depend on pluviographic records that are scarce in Brazil. The Transformation of Maximum Daily Precipitation (TMDP) method addresses this scarcity by converting a rai...

(This article belongs to the Special Issue Advances in Hydrometeorological Simulation and Prediction)
  • Article
  • Open Access
4 Citations
2,421 Views
16 Pages

29 November 2023

Root-zone soil moisture (RZSM) plays a key role in the hydrologic cycle and regulates water–heat exchange. Although site observations can provide soil profile moisture measurements, they have a restricted representation. Satellites can determin...

(This article belongs to the Special Issue Research on Soil Moisture and Irrigation)
  • Article
  • Open Access
10 Citations
5,632 Views
22 Pages

Regionalization of the Onset and Offset of the Rainy Season in Senegal Using Kohonen Self-Organizing Maps

  • Dioumacor Faye,
  • François Kaly,
  • Abdou Lahat Dieng,
  • Dahirou Wane,
  • Cheikh Modou Noreyni Fall,
  • Juliette Mignot and
  • Amadou Thierno Gaye

20 March 2024

This study explores the spatiotemporal variability of the onset, end, and duration of the rainy season in Senegal. These phenological parameters, crucial for agricultural planning in West Africa, exhibit high interannual and spatial variability linke...

(This article belongs to the Special Issue Statistical Approaches in Climatic Parameters Prediction)
  • Article
  • Open Access
41 Citations
4,709 Views
29 Pages

The relationships between land use patterns and water quality in trans-boundary watersheds remain elusive due to the heterogeneous natural environment. We assess the impact of land use patterns on water quality at different eco-functional regions in...

(This article belongs to the Special Issue Non-Point Source Pollution and Environmental Assessment)
  • Article
  • Open Access
43 Citations
4,159 Views
16 Pages

28 January 2020

Land surface elements, such as land use, are in constant change and dynamically balanced, driving changes in global ecological processes and forming the regional differentiation of surface landscapes, which causes many ecological risks under multiple...

(This article belongs to the Collection Risk Assessment and Management)
  • Article
  • Open Access
605 Views
31 Pages

23 May 2026

This paper develops a mathematically rigorous econometric framework for estimating the size and spatial distribution of the informal economy in Europe, contributing to the field of advanced mathematical economics and statistical modelling. A modified...

(This article belongs to the Special Issue Advanced Research in Mathematical Economics and Financial Modelling, 2nd Edition)
  • Letter
  • Open Access
9 Citations
4,022 Views
13 Pages

7 February 2020

Surface soil moisture (SSM) plays a critical role in many hydrological, biological and biogeochemical processes. It is relevant to farmers, scientists, and policymakers for making effective land management decisions. However, coarse spatial resolutio...

(This article belongs to the Special Issue Remote Sensing of Regional Soil Moisture)
  • Article
  • Open Access
4 Citations
4,923 Views
20 Pages

19 March 2023

Corn thrips do serious harm to the yield and quality of corn. In this paper, the Shandong Province of China was taken as the study area. Based on the data of the occurrence of corn thrips in Shandong Province, a risk regionalization model was establi...

  • Article
  • Open Access
28 Citations
4,936 Views
23 Pages

13 December 2021

Accurate land use and cover data are essential for effective land-use planning, hydrological modeling, and policy development. Since the Okavango Delta is a transboundary Ramsar site, managing natural resources within the Okavango Basin is undoubtedl...

(This article belongs to the Special Issue Local Scale Land Use and Land Cover Systems Monitoring Using Remote Sensing)
  • Article
  • Open Access
15 Citations
4,417 Views
21 Pages

5 August 2019

Drought vulnerability analysis of crops can build a bridge between hazard factors and disasters and become the main tool to mitigate the impact of drought. However, the resulting disagreement about the appropriate definition of vulnerability is a fre...

  • Article
  • Open Access
2 Citations
981 Views
21 Pages

20 March 2025

The charging demand of electric passenger cars needs to be considered during the planning and operation of the electric power grid, especially at high penetration rates. It is not sufficient to simply quantify these additional loads, but rather time-...

(This article belongs to the Section E: Electric Vehicles)
  • Article
  • Open Access
11 Citations
3,265 Views
26 Pages

Regionalization of Climate Change Simulations for the Assessment of Impacts on Precipitation, Flow Rate and Electricity Generation in the Xingu River Basin in the Brazilian Amazon

  • Edmundo Wallace Monteiro Lucas,
  • Fabrício Daniel dos Santos Silva,
  • Francisco de Assis Salviano de Souza,
  • David Duarte Cavalcante Pinto,
  • Heliofábio Barros Gomes,
  • Helber Barros Gomes,
  • Mayara Christine Correia Lins and
  • Dirceu Luís Herdies

18 October 2022

This study applied regionalization techniques on future climate change scenarios for the precipitation over the Xingu River Basin (XRB) considering the 2021–2080 horizon, in order to assess impacts on the monthly flow rates and possible consequ...

(This article belongs to the Section A: Sustainable Energy)
  • Article
  • Open Access
1,205 Views
23 Pages

8 February 2026

The dried leaves of Turpinia arguta (Lindl.) Seem, a traditional Chinese medicinal herb, have been used for the treatment of tonsillitis, sore throat, throat arthralgia, and novel coronavirus pneumonia. This plant possesses significant medicinal, eco...

(This article belongs to the Special Issue Climate and Land-Use Change Effects on the Biogeography of Woody Plant Species and Biodiversity Conservation)

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