# \#geostatistics

**URL:** https://discourse.julialang.org/tag/geostatistics/424.md

[Latest](https://discourse.julialang.org/latest.md) · [Categories](https://discourse.julialang.org/categories.md) · [Tags](https://discourse.julialang.org/tags.md)

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## [\[ANN\] GeoStats.jl - Geospatial Data Science and Geostatistical Modeling in Julia](https://discourse.julialang.org/t/ann-geostats-jl-geospatial-data-science-and-geostatistical-modeling-in-julia/101054)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 52\
**Last updated:** [September 5, 2026, 11:34pm UTC](https://discourse.julialang.org/t/ann-geostats-jl-geospatial-data-science-and-geostatistical-modeling-in-julia/101054 "2026-09-05T23:34:22Z")

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This topic will be used for future release updates of the GeoStats.jl framework. Past topics can be found at v0.10, v0.11, v0.14, v0.18, v0.24, v0.33 and v0.36. OVERVIEW GeoStats.jl v0.40 is out with revised docume…

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## [\[NEW BOOK\] Geospatial Data Science with Julia](https://discourse.julialang.org/t/new-book-geospatial-data-science-with-julia/103364)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 13\
**Last updated:** [August 8, 2025, 12:15pm UTC](https://discourse.julialang.org/t/new-book-geospatial-data-science-with-julia/103364 "2025-08-08T12:15:13Z")

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The book will be published soon, and will contain practical applications of the framework we built over the years. If you would like to see an application in a specific area (e.g., agriculture, groundwater, environmen…

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## [GeoStats.jl short-course at X Geoquanti](https://discourse.julialang.org/t/geostats-jl-short-course-at-x-geoquanti/126947)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [March 14, 2025, 11:40am UTC](https://discourse.julialang.org/t/geostats-jl-short-course-at-x-geoquanti/126947 "2025-03-14T11:40:11Z")

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If you are in Brazil, this is a great opportunity to learn geospatial data science with Julia. I am targeting a beginner audience with little Julia programming experience:

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## [Geostatistics in Julia](https://discourse.julialang.org/t/geostatistics-in-julia/126862)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [March 12, 2025, 10:59am UTC](https://discourse.julialang.org/t/geostatistics-in-julia/126862 "2025-03-12T10:59:34Z")

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In case you are not following the latest updates in our discourse thread, here is a comparison table that you can share with colleagues when they ask about the status of geo + stats software in Julia:

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## [Sampling random points in LINESTRING geometry](https://discourse.julialang.org/t/sampling-random-points-in-linestring-geometry/121429)

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**Author:** [@miguelborrero](https://discourse.julialang.org/u/miguelborrero)\
**Replies:** 7\
**Last updated:** [October 18, 2024, 12:07am UTC](https://discourse.julialang.org/t/sampling-random-points-in-linestring-geometry/121429 "2024-10-18T00:07:33Z")

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Hi there, I a new user of the geo-tools in general, not only within the Julia ecosystem and I am trying to sample randomly from a LINESTRING LibGEOS geometry but the only function that seemed potentially useful is point…

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## [Call for submissions: Advances in Geostatistical Learning](https://discourse.julialang.org/t/call-for-submissions-advances-in-geostatistical-learning/105947)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 2\
**Last updated:** [January 22, 2024, 2:55pm UTC](https://discourse.julialang.org/t/call-for-submissions-advances-in-geostatistical-learning/105947 "2024-01-22T14:55:39Z")

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Me, @ErickChacon and other colleagues outside the Julia community are co-editing a special issue in the journal Frontiers in Applied Mathematics and Statistics. If you are doing research in geospatial machine learning, c…

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## [New fresh talks on GeoStats.jl](https://discourse.julialang.org/t/new-fresh-talks-on-geostats-jl/108593)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 3\
**Last updated:** [January 10, 2024, 12:23am UTC](https://discourse.julialang.org/t/new-fresh-talks-on-geostats-jl/108593 "2024-01-10T00:23:50Z")

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## [Geodata Science Hands-on at JuliaEO 2023](https://discourse.julialang.org/t/geodata-science-hands-on-at-juliaeo-2023/93405)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 1\
**Last updated:** [January 23, 2023, 4:08pm UTC](https://discourse.julialang.org/t/geodata-science-hands-on-at-juliaeo-2023/93405 "2023-01-23T16:08:34Z")

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Geodata Science Hands-on with GeoStats.jl at JuliaEO 2023: Starts at around 28:00.

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## [\[ANN\] GeoTables.jl](https://discourse.julialang.org/t/ann-geotables-jl/82984)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 1\
**Last updated:** [May 3, 2023, 11:58am UTC](https://discourse.julialang.org/t/ann-geotables-jl/82984 "2023-05-03T11:58:51Z")

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Load geospatial tables from known file formats and convert the geometries to Meshes.jl geometries that are compatible with the GeoStats.jl ecosystem: Geometries are loaded from disk in pure Julia whenever possible usi…

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## [Arpeggeo® Technologies](https://discourse.julialang.org/t/arpeggeo-technologies/90111)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 4\
**Last updated:** [December 8, 2022, 1:32am UTC](https://discourse.julialang.org/t/arpeggeo-technologies/90111 "2022-12-08T01:32:35Z")

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I’m super excited to announce Arpeggeo®, the tech company I’ve founded after years of academic work to bridge industrial challenges in mining, energy and agriculture with our state-of-the-art GeoStats.jl technology. We …

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## [\[ANN\] GeoStats.jl v0.36](https://discourse.julialang.org/t/ann-geostats-jl-v0-36/90708)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [November 23, 2022, 1:39pm UTC](https://discourse.julialang.org/t/ann-geostats-jl-v0-36/90708 "2022-11-23T13:39:19Z")

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OVERVIEW GeoStats.jl v0.36 is out with major usability and performance improvements. We are one step closer to a unique experience for geodata science and geostatistical learning in pure Julia. TL;DR this release provid…

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## [GeoStats.jl v0.33](https://discourse.julialang.org/t/geostats-jl-v0-33/86516)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [August 29, 2022, 8:08pm UTC](https://discourse.julialang.org/t/geostats-jl-v0-33/86516 "2022-08-29T20:08:35Z")

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Overview This project release comes with a great number of performance improvements and fixes, including treatment of missing values, corrections in geometrical algorithms and more. We highly recommend updating if you ar…

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## [GeoStatsTutorials - Call for contributions](https://discourse.julialang.org/t/geostatstutorials-call-for-contributions/83634)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [July 1, 2022, 4:13pm UTC](https://discourse.julialang.org/t/geostatstutorials-call-for-contributions/83634 "2022-07-01T16:13:37Z")

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Isn’t it nice when you can just copy/paste a tutorial and adjust it to your own needs? The GeoStatsTutorials are a collection of Pluto notebooks designed to educate people about geostatistical modeling in Julia. These t…

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## [Spatial binning with julia GeoStats packages](https://discourse.julialang.org/t/spatial-binning-with-julia-geostats-packages/79286)

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**Author:** [@00krishna](https://discourse.julialang.org/u/00krishna)\
**Replies:** 3\
**Last updated:** [April 17, 2022, 5:20pm UTC](https://discourse.julialang.org/t/spatial-binning-with-julia-geostats-packages/79286 "2022-04-17T17:20:18Z")

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I have a bunch of spatially distributed event data. Each observation has a latitude, longitude coordinate, but no other attribute. I am looking at events happening in Ukraine, so the region is based upon national boundar…

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## [Julia geostats and measuring units for spatial lags between variables](https://discourse.julialang.org/t/julia-geostats-and-measuring-units-for-spatial-lags-between-variables/79511)

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**Author:** [@00krishna](https://discourse.julialang.org/u/00krishna)\
**Replies:** 4\
**Last updated:** [April 16, 2022, 12:58am UTC](https://discourse.julialang.org/t/julia-geostats-and-measuring-units-for-spatial-lags-between-variables/79511 "2022-04-16T00:58:23Z")

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I am using the wonderful GeoStats package and associated JuliaEarth tools. For my project I have to compute the variogram from a sample of data. The tricky thing is that the EmpiricalVariogram() function in julia asks fo…

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## [Error in the code for calculating the final variogram, error in hermitian matrices](https://discourse.julialang.org/t/error-in-the-code-for-calculating-the-final-variogram-error-in-hermitian-matrices/74336)

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**Author:** [@jaquetdiamantino](https://discourse.julialang.org/u/jaquetdiamantino)\
**Replies:** 8\
**Last updated:** [January 18, 2022, 6:23pm UTC](https://discourse.julialang.org/t/error-in-the-code-for-calculating-the-final-variogram-error-in-hermitian-matrices/74336 "2022-01-18T18:23:28Z")

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I’m new to Julia and I’m trying to create a notebook that works with different geostatic methods, when I finish the code for calculating the final variogram this error appears: begin # Elipsoides de anisotropia (θ segu…

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## [GeoStats.jl workshop at FOSS4G 2021](https://discourse.julialang.org/t/geostats-jl-workshop-at-foss4g-2021/65889)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [August 5, 2021, 1:42pm UTC](https://discourse.julialang.org/t/geostats-jl-workshop-at-foss4g-2021/65889 "2021-08-05T13:42:05Z")

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FOSS4G is the largest international conference on geospatial open source software. I invite everyone to participate in the GeoStats.jl workshop therein. We will cover the basics of the Julia programming language and the…

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## [How to reproduce an ArcGIS map projection with layers](https://discourse.julialang.org/t/how-to-reproduce-an-arcgis-map-projection-with-layers/73277)

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**Author:** [@YummyPampers2](https://discourse.julialang.org/u/YummyPampers2)\
**Replies:** 6\
**Last updated:** [December 27, 2021, 10:42pm UTC](https://discourse.julialang.org/t/how-to-reproduce-an-arcgis-map-projection-with-layers/73277 "2021-12-27T22:42:08Z")

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Hello Watchers: My intention is to produce something similar to a question I presented a colleague days ago THREAD that looks like this: The goal is two-fold: Highlight regions of interest within a country. Ad…

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## [Practical Spatial Analysis Packages in Julia](https://discourse.julialang.org/t/practical-spatial-analysis-packages-in-julia/73177)

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**Author:** [@YummyPampers2](https://discourse.julialang.org/u/YummyPampers2)\
**Replies:** 3\
**Last updated:** [December 17, 2021, 2:44pm UTC](https://discourse.julialang.org/t/practical-spatial-analysis-packages-in-julia/73177 "2021-12-17T14:44:27Z")

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Hello Watchers: I have found a listing of geospatial packages, here I am attempting to achieve two top level actions: Convert addresses to LAT/LON within Julia Display specified values via color-shading against a c…

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## [\[ANN\] GeoStats.jl v0.24](https://discourse.julialang.org/t/ann-geostats-jl-v0-24/58585)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [April 5, 2021, 12:52am UTC](https://discourse.julialang.org/t/ann-geostats-jl-v0-24/58585 "2021-04-05T00:52:03Z")

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TL;DR :tada: GeoStats.jl v0.24 comes with full support to general unstructured meshes via the new Meshes.jl project, and provides powerful geospatial queries built with the Query.jl language. Geostatistics on general…

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## [GeoStats.jl Survey 2020](https://discourse.julialang.org/t/geostats-jl-survey-2020/52267)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [December 23, 2020, 10:57am UTC](https://discourse.julialang.org/t/geostats-jl-survey-2020/52267 "2020-12-23T10:57:43Z")

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Are you using GeoStats.jl in your work? Please consider this quick survey: https://forms.gle/a5tHHQwc9RudkMzcA We will use the results to better plan our efforts next year. Thank you and happy new year!

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## [GeoStats.jl Meeting](https://discourse.julialang.org/t/geostats-jl-meeting/51824)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 2\
**Last updated:** [December 18, 2020, 11:44am UTC](https://discourse.julialang.org/t/geostats-jl-meeting/51824 "2020-12-18T11:44:15Z")

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The GeoStats.jl community has grown a lot this year, and we would like to invite all users and contributors to join an informal conversation to get to know each other =) Tell us how you are using the project and what you…

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## [GeoStatsTutorials now in Pluto.jl!](https://discourse.julialang.org/t/geostatstutorials-now-in-pluto-jl/49792)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 1\
**Last updated:** [November 8, 2020, 5:29pm UTC](https://discourse.julialang.org/t/geostatstutorials-now-in-pluto-jl/49792 "2020-11-08T17:29:44Z")

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I would like to publicly thank Nitish Gadangi for his work migrating the GeoStatsTutorials to Pluto.jl! :balloon: They look so much nicer and interactive now! Also, thanks to the MLH fellowship organizers for bringing a…

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## [\[ANN\] GeoStats.jl v0.18](https://discourse.julialang.org/t/ann-geostats-jl-v0-18/48951)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 0\
**Last updated:** [October 24, 2020, 8:16pm UTC](https://discourse.julialang.org/t/ann-geostats-jl-v0-18/48951 "2020-10-24T20:16:34Z")

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GeoStats.jl v0.18 includes better support for nested spatial correlation and geometric anisotropy. Given spatial correlation functions, a nested correlation can be obtained via a linear model: julia\> γ₁ = GaussianVario…

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## [How to fiil gaps in the multiple Satellite Images?](https://discourse.julialang.org/t/how-to-fiil-gaps-in-the-multiple-satellite-images/44408)

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**Author:** [@hafez\_ahmad](https://discourse.julialang.org/u/hafez_ahmad)\
**Replies:** 2\
**Last updated:** [August 15, 2020, 9:40am UTC](https://discourse.julialang.org/t/how-to-fiil-gaps-in-the-multiple-satellite-images/44408 "2020-08-15T09:40:53Z")

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I have download 200 Landsat7 satellite images. all images have data gaps. I can solve this problem by using ArcGIS commercial software. however, this process is so time consuming and boring. is there any fast way using …

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## [GeoStats.jl tutorials](https://discourse.julialang.org/t/geostats-jl-tutorials/41103)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 3\
**Last updated:** [June 10, 2020, 5:53am UTC](https://discourse.julialang.org/t/geostats-jl-tutorials/41103 "2020-06-10T05:53:22Z")

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If you are interested in learning more about geostatistics, I am creating some content on YouTube: Feel free to suggest topics for next videos, I’d be happy to adjust the material. If you want to be noti…

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## [Announcement: GeoStats.jl](https://discourse.julialang.org/t/announcement-geostats-jl/4098)

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**Author:** [@juliohm](https://discourse.julialang.org/u/juliohm)\
**Replies:** 7\
**Last updated:** [July 19, 2017, 6:44pm UTC](https://discourse.julialang.org/t/announcement-geostats-jl/4098 "2017-07-19T18:44:20Z")

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Dear all, I am happy to announce GeoStats.jl, a package with high-performance implementations of geostatistical algorithms for the Julia programming language. It is in its initial development, and currently only contain…