Kriging | Poisson Kriging | Variogram Analysis

Natural neighbour interpolation methods for scattered data interpolation and derivative generation of planar point sets.

GPU를 이용하여 공간 보간(Spatial Interpolation)을 수행하고, 그 결과를 표시하는 WPF 기반 샘플 프로그램입니다.

Code for the SIGMOD 2023 paper "SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation".

Code for the DASFAA 2023 paper "Rainfall Spatial Interpolation with Graph Neural Networks".

A professional list of Papers on AI for Spatial Interpolation in AI conferences and journals.

Precipitation-elevation Regression on Independent Slope Models

A responsive GUI that performs six different methods of spatial interpolation

Value propagation-based spatial/spatio-temporal interpolation

An empirical study and comparison of Deterministic, Statistical, and ML Algorithms for the Spatial Modeling of significant wave height data from NOAA's National Data Buoy Center and other Environment-related datasets

Gaussian Process Regression (GPR) with non-Gaussian likelihoods using robust infinite-dimension Monte Carlo Markov Chain (MCMC) sampling for spatial inference problems

Collection of useful functions and wrappers designed to download and pre-process datasets for ecohydrological analysis or simulation frameworks

Utilities (plotting, computing, merging products) related EMODnet-Chemistry.

A python package for performing spatial interpolation of vector data

Emergency Flood Forecasting (2011) 💧 How Do You Predict Floods When All Models Fail? : Grassroots forecasting system that helped 13M people prepare during Thailand's worst disaster - using only existing water data and adaptive research-based models, when conventional prediction tools broke down.

Source Codes for super resolution of the lunar elemental abundance map using a semi-supervised deep spatial interpolation model. This hybrid approach combined ResNet50 for spatial feature extraction with Graph Neural Network (GATv2Conv) layers and Convolutional Neural Networks (CNNs), followed by fusion layers.

Enhancing the ability to tell where acute malnutrition is of concern through spatial interpolation

Interpolation for NN, IDW, TIN and LAPLACE.

Incluye diferentes códigos de análisis geoestadístico e interpolación espacial.

Enhancing the ability to tell where acute malnutrition is of concern through spatial interpolation