Determination of annual rainfall in north-east India using deterministic, geospatial, and machine learning techniques

Determination of annual rainfall in north-east India using deterministic, geospatial, and machine learning techniques

Analysis of extreme annual rainfall in the six north-east Indian states of Assam, Meghalaya, Nagaland, Manipur, Mizoram, and Tripura using the deterministic interpolation technique of inverse distance weighting (IDW), the geospatial interpolation technique of Ordinary Kriging (OK) and the machine le...

Full description

Bibliographic Details
Main Authors:	Shivam Agarwal, Disha Mukherjee, Nilotpal Debbarma
Format:	Article
Language:	English
Published:	IWA Publishing 2023-12-01
Series:	Water Policy
Subjects:	generalised additive models (gams) inverse distance weighting (idw) kriging north-east india rainfall
Online Access:	http://wpol.iwaponline.com/content/25/12/1113

Similar Items

Analysis of extreme annual rainfall in North-Eastern India using machine learning techniques
by: Shivam Agarwal, et al.
Published: (2023-12-01)

Comparison of IDW, Kriging and orographic based linear interpolations of rainfall in six rainfall regimes of Ethiopia
by: Habtamu Tsegaye Workneh, et al.
Published: (2024-04-01)

Assessing intensity-duration-frequency equations and spatialization techniques across the Grande River Basin in the state of Bahia, Brazil
by: Alan de Gois Barbosa, et al.
Published: (2022-12-01)

Comparative Analysis of Different Spatial Interpolation Methods Applied to Monthly Rainfall as Support for Landscape Management
by: Tommaso Caloiero, et al.
Published: (2021-10-01)

The De Martonne aridity index in Calabria (Southern Italy)
by: Gaetano Pellicone, et al.
Published: (2019-07-01)

High spatial resolution digital elevation model (DEM) production using different interpolations techniques
by: Israa Jameel Muhsin
Published: (2019-02-01)

Evaluation and comparison of deterministic and probabilistic interpolation methods for digital elevation model generation
by: Cutberto Uriel Paredes Hernández, et al.
Published: (2013-04-01)

Spatial Analysis of Carbon Monoxide Pollutant in Mashhad by Interpolation Method and Using Geographic Information System (GIS) during 2017-2018
by: sara GHolamhosein ghoochani, et al.
Published: (2019-04-01)

Akurasi Metode IDW dan Kriging untuk Interpolasi Sebaran Sedimen Tersuspensi di Maros, Sulawesi Selatan
by: Gatot H. Pramono
Published: (2008-12-01)

A comparative analysis of different DEM interpolation methods
by: Pattathal Vijayakumar Arun
Published: (2013-12-01)

SPATIALIZATION OF THE ANNUAL MAXIMUM DAILY RAINFALL IN SOUTHEASTERN BRAZIL
by: Marcelo L. Batista, et al.
Published: (2019-02-01)

Trend Analysis of Rainfall Using Gridded Data over a Region of Southern Italy
by: Tommaso Caloiero, et al.
Published: (2021-08-01)

Üç Boyutlu cevher kütle modellemesi yardımı ile bir maden galerisinin planlanması: Çulfa Çukuru Pb- Zn-Cu-Ag yatağından örnek bir çalışma
by: Sinan AKISKA, et al.
Published: (2018-05-01)

An Investigation of Takagi-Sugeno Fuzzy Modeling for Spatial Prediction with Sparsely Distributed Geospatial Data
by: Robert Thomas, et al.
Published: (2021-05-01)

Analisa Data Foto Udara untuk DEM dengan Metode TIN, IDW, dan Kriging
by: Juwita - Arfaini, et al.
Published: (2017-01-01)

Comparación de los interpoladores IDW Y Kriging en la variación espacial de pH, Ca, CICE y P del suelo
by: Mario Villatoro, et al.
Published: (2008-01-01)

Perbandingan Akurasi Metode Inverse Distance Weighting dan Kriging dalam Pemetaan Kedalaman Muka Airtanah
by: Sadewa Purba Sejati
Published: (2019-09-01)

A comparison of different GIS-based interpolation methods for bathymetric data: case study of Bawean Island, East Java
by: Danar Guruh Pratomo, et al.
Published: (2023-12-01)

Precipitation interpolation using digital terrain model and multivariate regression in hilly and low mountainous areas of Hungary
by: Tamás Schneck, et al.
Published: (2021-04-01)

Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks
by: Maria Asucena Rodriguez-Ramirez, et al.
Published: (2023-11-01)

Evaluation of Interpolation Techniques for Estimating Groundwater Level and Groundwater Salinity in the Salman Farsi Sugarcane Plantation
by: Atefeh Sayadi Shahraki, et al.
Published: (2021-06-01)

The Interpolation Method for Estimating the Above-Ground Biomass Using Terrestrial-Based Inventory
by: I Nengah Surati Jaya
Published: (2014-09-01)

GIS implementation and statistical analysis for significant characteristics of Kirkuk soil
by: Raheem Aram M., et al.
Published: (2022-09-01)

Comparative Analysis of Different Interpolation Methods in Modeling Spatial Distribution of Monthly Precipitation
by: Yılmaz İçağa, et al.
Published: (2018-05-01)

Assessment of Ordinary Kriging and Inverse Distance Weighting Methods for Modeling Chromium and Cadmium Soil Pollution in E-Waste Sites in Douala, Cameroon
by: Romaric Emmanuel Ouabo, et al.
Published: (2020-06-01)

Different methods for spatial interpolation of rainfall data for operational hydrology and hydrological modeling at watershed scale: a review
by: Ly, S., et al.
Published: (2013-01-01)

V Determination of average annual rainfall in the Aguablanca stream watershed using GIS and IDW method
by: Javier Alfonso Cárdenas Gutiérrez, et al.
Published: (2021-05-01)

Performance assessment of spatial interpolations for traffic noise mapping on undulating and level terrain
by: Nevil Wickramathilaka, et al.
Published: (2024-04-01)

TESTING THE PERFORMANCE OF DIFFERENT SPATIAL INTERPOLATION TECHNIQUES ON MAPPING SHORT DATASERIES OF PRECIPITATION PROPRETIES
by: COJOCARU ŞTEFANA, et al.
Published: (2014-03-01)

Comparison of Different DEM Generation Methods based on Open Source Datasets
by: aya M. Hapep, et al.
Published: (2019-12-01)

Assessment and Zonation of Groundwater Quality in Mosafer Abad Plain of Hormozgan Province by Spatial Interpolation Approach
by: Ahmad Nohegar, et al.
Published: (2013-03-01)

A comparative analysis of different DEM interpolation methods in GIS: case study of Rahovec, Kosovo
by: Besim Ajvazi, et al.
Published: (2019-04-01)

Application of Kriging and IDW methods in mapping of crown cover and density of coppice oak forests (case study: Kakareza region, Khorramabad)
Published: (2012-01-01)

Genetic analysis of four indigenous duck populations of north-east India using microsatellite markers
by: BULA DAS, et al.
Published: (2019-02-01)

Evaluación y comparación de métodos de interpolación determinísticos y probabilísticos para la generación de modelos digitales de elevación
by: Cutberto Uriel Paredes Hernández, et al.
Published: (2013-01-01)

Enhancing Indoor Air Quality Estimation: A Spatially Aware Interpolation Scheme
by: Seungwoog Jung, et al.
Published: (2023-08-01)

Reliability of smart noise pollution map
by: Nasser Zahraa M., et al.
Published: (2023-07-01)

Monitoring and mapping noise levels of university campus in central part of India
by: Vishal Kumar, et al.
Published: (2023-02-01)

Rainfall dynamics and change in East Africa
by: King, J
Published: (2021)

Combined impact of in-phase and out-of-phase variation between the northern East Asian low and western North Pacific subtropical high on East Asian summer rainfall
by: Meng-Xing DU, et al.
Published: (2017-07-01)