An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: spatial-statistics

stscl/spEDM

Spatial Empirical Dynamic Modeling

Language: C++ - Size: 9.93 MB - Last synced at: 34 minutes ago - Pushed at: about 2 hours ago - Stars: 18 - Forks: 1

spatstat/spatstat.explore

Sub-package of spatstat providing functions for exploratory and nonparametric data analysis

Language: R - Size: 1.72 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 1

JuliaEarth/GeoStats.jl

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

Language: Julia - Size: 21.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 545 - Forks: 63

rladies/meetup-presentations_rome

Meetup presentations and material from R-Ladies Rome

Language: R - Size: 23.5 MB - Last synced at: about 20 hours ago - Pushed at: 5 days ago - Stars: 8 - Forks: 4

bodkan/slendr

Population genetic simulations in R 🌍

Language: R - Size: 59.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 59 - Forks: 6

paezha/spatial-analysis-r

Open Educational Resource for teaching spatial data analysis and statistics with R

Language: HTML - Size: 149 MB - Last synced at: 7 days ago - Pushed at: 5 months ago - Stars: 75 - Forks: 26

italo-goncalves/geoML

Spatial modeling using machine learning concepts

Language: Python - Size: 29.8 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 70 - Forks: 10

pachterlab/voyager

From geospatial to spatial -omics

Language: R - Size: 4.32 GB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 95 - Forks: 12

timweiland/GaussianMarkovRandomFields.jl

Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"

Language: Julia - Size: 23.7 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 9 - Forks: 0

stscl/sdsfun

Spatial Data Science Complementary Features

Language: C++ - Size: 6.54 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 16 - Forks: 0

danielvartan/plotr

𓂃🖌 Plots Made Easy

Language: R - Size: 1.43 MB - Last synced at: 4 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

complextissue/spatiomic

A Python package for unsupervised analysis of spatial (prote)omics data.

Language: Python - Size: 60.9 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

varoudis/depthmapX

depthmapX is a multi-platform Spatial Network Analysis Software

Language: C++ - Size: 150 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 186 - Forks: 118

pysal/libpysal

Core components of Python Spatial Analysis Library

Language: Python - Size: 72.3 MB - Last synced at: 2 days ago - Pushed at: 17 days ago - Stars: 273 - Forks: 80

ausgis/geocomplexity

Mitigating Spatial Bias Through Geographical Complexity

Language: C++ - Size: 12.6 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 20 - Forks: 0

pysal/access

Classical and novel measures of spatial accessibility to services

Language: Jupyter Notebook - Size: 9.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 23 - Forks: 15

GeoStat-Framework/PyKrige

Kriging Toolkit for Python

Language: Python - Size: 1.3 MB - Last synced at: 13 days ago - Pushed at: 10 months ago - Stars: 819 - Forks: 193

Ziqi-Li/FastGWR

Fast Geographically Weighted Regression (FastGWR)

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 18

viktormiok/Csppa

Machine learning analysis & visualisation of cellular spatial point patterns

Language: R - Size: 758 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 3 - Forks: 1

stscl/gdverse

Analysis of Spatial Stratified Heterogeneity

Language: R - Size: 15 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 35 - Forks: 4

spatstat/spatstat

Umbrella package of the 'spatstat' family................

Language: R - Size: 50.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 201 - Forks: 43

pysal/spreg

Spatial econometric regression in Python

Language: Python - Size: 8.23 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 78 - Forks: 26

XiangyunHuang/masr

:book: 现代应用统计 Modern Applied Statistics with R, INLA and Stan

Language: TeX - Size: 2.59 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 0

qwding101/SpecPP

Spectral Analysis for Point Processes

Language: R - Size: 3.39 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

swift-nav/albatross

A framework for statistical modelling in C++.

Language: C++ - Size: 8.76 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 23 - Forks: 5

mprins/dokuwiki-plugin-geophp

Provides access to the geoPHP library as a Dokuwiki plugin

Language: PHP - Size: 169 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SpatLyu/HSAR

Hierarchical Spatial Autoregressive Model

Language: C++ - Size: 2.23 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 11 - Forks: 1

MUSA-Zhanchao/MUSA5000_Showcase

MUSA 5000 Assignment Showcase

Language: CSS - Size: 2.46 MB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

pysal/spglm

SParse Generalized Linear Models (spglm)

Language: Python - Size: 3.05 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 34 - Forks: 23

elizavetasemenova/prob-epi

Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 64 - Forks: 24

coreydevinanderson/ESDA.js

Simple statistical functions that are useful for exploratory spatial data analysis (ESDA) on-the-fly in JavaScript

Language: JavaScript - Size: 640 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

For-a-few-DPPs-more/structure-factor

Compute structure factor of stationary and isotropic point processes

Language: Python - Size: 113 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 5

giscience-fsu/sperrorest

Spatial error estimation and variable importance

Language: R - Size: 117 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 20 - Forks: 3

stscl/sptorch

Spatial Analysis Empowered by Neural Networks

Language: CSS - Size: 4.48 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 12 - Forks: 0

stscl/sshicm

Information Consistency-Based Measures for Spatial Stratified Heterogeneity

Language: C++ - Size: 2.46 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

athowes/thesis

Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)

Language: TeX - Size: 718 MB - Last synced at: 7 days ago - Pushed at: 6 months ago - Stars: 16 - Forks: 0

zoj613/OccuSpytial

A package for fast bayesian analysis of single season spatial occupancy models.

Language: Python - Size: 483 KB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

SydneyBioX/simpleSeg

Language: R - Size: 104 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

hpaulkeeler/posts

Pieces of code that have appeared on my blog.

Language: Python - Size: 891 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 49 - Forks: 24

gdsbook/book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

Language: Jupyter Notebook - Size: 655 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 342 - Forks: 104

rnuske/apcf

R Package providing the Adapted Pair Correlation Function

Language: C++ - Size: 17.1 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

pysal/giddy

Exploratory spatiotemporal data analysis and Geospatial distribution dynamics analysis

Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 77 - Forks: 27

kaust-es/Spatial_classifier_DL

CNN-based classification algorithm for Spatial stationary and non-stationary process classification.

Language: Jupyter Notebook - Size: 218 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

ausgis/geosimilarity

Geographically Optimal Similarity

Language: R - Size: 8.48 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

paezha/isdas

Companion package for An Introduction to Spatial Data Analysis and Statistics with R

Language: TeX - Size: 154 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 5

GWmodel-Lab/libgwmodel

A C++ library for building geographically weighted models.

Language: C++ - Size: 2.05 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 1

fdzul/dengue_risk_mx_30_veracruz

Operational or epidemiological scenarios of dengue transmission in the state of Veracruz state

Language: HTML - Size: 3.25 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

SpatLyu/spEcula

Spatial Prediction Methods In R

Language: R - Size: 15.5 MB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 21 - Forks: 1

SpatLyu/tidyrgeoda

A tidy interface for rgeoda

Language: R - Size: 6.66 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 16 - Forks: 1

pedroguarderas/KRIG

Spatial Statistic with Kriging

Language: C++ - Size: 188 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

tsamsonov/r-geo-course

Визуализация и анализ географических данных на языке R

Language: R - Size: 3.79 GB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 26 - Forks: 17

rossiniluca/Mnemet

Website of the research grant: Modelling Non-standard data and Extremes in Multivariate Environmental Time series (Mnemet)

Language: JavaScript - Size: 1.86 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

joshhjacobson/coSIF

Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data

Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

SydneyBioX/spicyWorkflow

Perform spatial analysis of in situ cytometry data in R

Size: 1.04 GB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

mairamorenoc/webspatialscan

R package for OpenCPU backend to detect and visualize spatio-temporal disease clusters from the web

Language: HTML - Size: 213 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

sag2021/KDE_sphere

Module for Kernel-Density Estimation (KDE) on sphere

Language: Python - Size: 143 KB - Last synced at: about 24 hours ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

davidt0x/micro-maker

A MATLAB/C++ implementation of solid texture synthesis algorithms for constructing statistically representative 3D microstructure datasets from only 2D data.

Language: Matlab - Size: 1.67 MB - Last synced at: 3 months ago - Pushed at: over 8 years ago - Stars: 27 - Forks: 11

KrishnamurthyLab/spatialEpisim.foundation Fork of bryce-carson/spatialEpisim.foundation

Foundational functions and algorithms for the spatialEpisim Shiny ✨ R application.

Language: R - Size: 24 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

gabrielmastrilli/Estim_Hyperuniformity

Provide functions for computing multi-scale, multi-tapers estimator of the hyperuniformity exponent and associated asymptotic confidence intervals.

Language: Python - Size: 15.6 MB - Last synced at: 8 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

T-Fernandes/Estatistica_Espacial

Thematic map of the Brazilian population by states in 2017

Language: R - Size: 5.77 MB - Last synced at: 10 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

hcbrown/Balt-foreclosure-crime

Foreclosure and Crime in Baltimore City (Applied Spatial Econometrics)

Language: R - Size: 1.07 MB - Last synced at: 10 months ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 0

hcbrown/BlackEduAttainment

Educational attainment in large majority Black cities

Language: R - Size: 447 KB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

sandialabs/SpokeDartsPublic

SpokeDarts sphere-packing sampling in any dimension. Advancing front sampling from radial lines (spokes) through prior samples.

Language: C++ - Size: 244 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 7

sandialabs/DeterministicMPS

Maximal Poisson-disk Sampling in 2D, without approximations or rejections, in deterministic linear time

Language: C++ - Size: 85 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

bsmiguelangel/bayesian-modeling-of-spatial-ordinal-data-from-health-surveys

Supplementary information to the paper "Bayesian modeling of spatial ordinal data from health surveys".

Language: R - Size: 48.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

c0ra/RRSARMMI

This repository contains the code and data necessary to reproduce the results presented in the paper "Ridge Regularization for Spatial Auto-regressive Models with Multicollinearity Issues" submitted to Advances in Statistical Analysis (AStA).

Language: HTML - Size: 4.27 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

douglascarmona/spatial_statistics_course

Spatial Statistics Course

Language: Jupyter Notebook - Size: 21 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

pratikwatwani/Spatial-Affect-Analysis

Conducting a hypothesis test if geography has an impact on anxiety of an individual.

Size: 5.96 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

a-janssens/case_study

R code for the case study of the paper "Model-based disease mapping using primary care registry data" that is under review.

Language: R - Size: 7.47 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

grahamdavies15/AirBnB-Spatial-Data-Analysis

Spatial Data Analysis: Project on the AirBnB dataset around Cape Town using spatial point pattern analysis and spatial lattice data analysis.

Language: R - Size: 4.31 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jbrich95/scePrecip

Fitting spatial conditional models for extreme precipitation

Language: R - Size: 693 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

sclaw/FragStatsPy

A Python wrapper for Fragstats.

Language: Python - Size: 432 KB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

Epi-Emma/Firearm_Suicide_Disease_Mapping

This repository contains example code to estimate spatially smoothed small area estimates of firearm suicide mortality rates across counties in the contiguous United States.

Language: R - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

stephenberg/automultinomial

Language: R - Size: 3.25 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

AlonsoCortes/Python

Scripts

Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

juliohm/PointPatterns.jl 📦

Point patterns for the GeoStats.jl framework

Language: Julia - Size: 123 KB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 5

elbeejay/Geostats-GUI

GUI to compute 2-D variogram and entrogram

Language: MATLAB - Size: 193 KB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

jmwalchessen/neural_likelihood_interactive_app

This is an interactive app (run on local computer) to visualize neural likelihood surfaces from the paper "Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods"

Language: Python - Size: 679 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

jmwalchessen/neural_likelihood

Code for "Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods" (arxiv:2305.04634)

Language: Jupyter Notebook - Size: 41.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

apeterson91/bendr

Nested Dirichlet Process Mixture Models to characterize Built Environment Data

Language: C++ - Size: 3.92 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

annamenacher/BLESS

Code for simulation studies and UK Biobank application in paper 'Bayesian Lesion Estimation with a Structured Spike-and-Slab Prior'

Language: R - Size: 15.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

dhawat/MCRPPy

Sample a repelled point process, compute a Monte Carlo estimation for the integral of a function using various variants of the Monte Carlo method including the Monte Carlo with a repelled point process, and visualize gravitational allocations 2D.

Language: Python - Size: 60.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ferxohn/proyectos_Sistemas_Informacion_Geografica

Proyectos de la clase de Sistemas de Información Geográfica en la Universidad del Caribe.

Language: Jupyter Notebook - Size: 125 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

MINED-MATKIT/SpatStat-Tools

Spatial Statistics module. Deals with the calculation of spatial statistics under variety of scenarios and definitions.

Language: Matlab - Size: 1.11 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 2

athowes/beyond-borders

Evaluating the suitability of spatial adjacency for small-area estimation

Language: R - Size: 71.2 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

stevexniu/spots

Statistical analysis for spatial omics data

Language: R - Size: 38.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 2

nirbhayph/Geographic-Information-Sciences-and-Technologies-RIT

Contains Weekly Activites for the (ISTE 740) Geographic Information Sciences and Technologies Course @ RIT

Language: HTML - Size: 21.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

AvitBhowmik/gisapp17

This is the GitHub repository for the block course "Geoinformation Systems (GIS) Application" offered by the Institute for Environmental Sciences, University of Koblenz-Landau at the Winter Semester 2016/2017. Please scroll below to read the instructions.

Language: TeX - Size: 27.4 MB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

montimaj/Kriging

Kriging assignment for map generation using spatial interpolation

Language: R - Size: 147 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

hurielreichel/spatiotemporal-geostatistics-weather-forecasting

A geostatistical spatiotemporal model for forecasting temperatures in Switzerland was compared to a deep learning approach.

Size: 2.06 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

AlePalu/fdaPDE Fork of fdaPDE/fdaPDE

fdaPDE: Physics-Informed Spatial and Functional Data Analysis

Language: C++ - Size: 38.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 3

sahaavi/Canada-Lynx-Spatial-Analysis

Analyzing the spatial patterns of Canada Lynx locations and building a model to predict their location.

Language: HTML - Size: 46 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

joshhjacobson/masters-thesis

Verification of spatial-structure in ensembles of forecast fields

Language: R - Size: 131 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

goepp/graphseg-paper

Notebook of Goepp and van de Kassteele (2021)

Language: R - Size: 50.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Geosmartncku/SCMPM

SCMPM: An open source and efficient calibration and mapping approach based on real-time spatial model that calibrates measurements from low-cost sensor in an environment with high relative humidity. The model provides spatial calibration of low cost PM2.5 sensors

Language: MATLAB - Size: 1.99 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

haozhestat/spatialFDA

R code and dataset for the paper on spatially functional data

Language: R - Size: 4.62 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

isaquepim/spatial_epi_ssvs

Applied Math BSc final paper

Language: R - Size: 3.18 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

hurielreichel/regbl-poc-intyearpolator

Intyearpolator is, as its name suggests, a spatial interpolator designed for predicting years of a random field.

Language: Python - Size: 1.57 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

coreysparks/DEM7263

Spatial Demography Seminar Fall 2021

Language: HTML - Size: 41.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

munterfi/global-temperature-change-detection

Global surface temperature layers are interpolated based on a point measurement data set of the worldwide surface temperature, which has been recorded since 1950. For the spatial interpolation, an universal Kriging approach is applied with additional layers for the continentality, the atmospheric distance, the North-South topographic gradient and the sun inclination angle of every pixel.

Language: R - Size: 153 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

Related Keywords
spatial-statistics 131 spatial-analysis 32 r 29 spatial-data-analysis 20 spatial-data 13 gis 11 rstats 9 statistics 9 geostatistics 9 data-science 8 geoinformatics 8 python 7 kriging 6 spatial 6 gaussian-processes 5 machine-learning 5 r-package 5 epidemiology 5 point-process 4 geography 4 bayesian-statistics 4 data-analysis 4 mapping 3 functional-data-analysis 3 rstudio 3 regression 3 point-processes 3 geospatial-analysis 3 spatial-regression 3 econometrics 3 statistical-learning 3 cpp 3 poisson-process 2 cluster-process 2 spatial-stratified-heterogeneity 2 spatial-autocorrelation 2 interpolation 2 scan-statistics 2 cluster-analysis 2 uncertainty-quantification 2 neural-networks 2 likelihood-free-inference 2 matlab-gui 2 matlab 2 kernel-density-estimation 2 materials-science 2 microstructure 2 network-analysis 2 graph-algorithms 2 datavisualization 2 mcmc 2 markov-chain-monte-carlo 2 computational-statistics 2 ecology 2 hyperuniformity 2 javascript 2 hotspot-analysis 2 getis-ord-g 2 geographical-information-system 2 point-pattern-analysis 2 spatial-predictions 2 universal-kriging 2 applied-statistics 2 giscience 2 probabilistic-programming 2 cluster-detection 2 confidence-intervals 2 hypothesis-testing 2 geospatial 2 geo 2 snl-science-libs 2 sampling 2 sample-generation 2 poisson-disk-sampling 2 exploratory-data-analysis 2 poisson-disc-sampling 2 spatial-transcriptomics 2 bayesian-inference 2 education 2 arcgis 2 data-visualization 2 ggplot2 2 crime 2 inla 2 agent-based-modeling 2 outlier-detection 1 disease-mapping 1 cluster-outlier-analysis 1 primary-care-registry 1 choropleth-map 1 case-study 1 arcmap 1 suicide 1 arcgis-js-api 1 anselin-local-moran 1 single-cell 1 surveillance 1 autologistic 1 small-area-estimation 1 automultinomial 1