corpus.blog
41554 blogs · [ { "id": "01a0878a-2339-738d-a348-df383eb7cc0e", "title": "Navigating Challenges in Spatial Machine Learning", "url": "https://jakubnowosad.com/posts/2026-09-08-erdkunde/", "published_at": "2026-09-08T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df383f28532c", "title": "A world still to be mapped: reflections on geocomputation in R: takeaways from the talk and workshop at UseR! 2026", "url": "https://jakubnowosad.com/posts/2026-07-21-user/", "published_at": "2026-07-21T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df383fb7b961", "title": "Rethinking Validation for Spatial Machine Learning: Takeaways from the Talk", "url": "https://jakubnowosad.com/posts/2026-07-03-ml4eo/", "published_at": "2026-07-03T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384033d0b1", "title": "PRISM project’s update: making spatial machine learning more reliable, plus related activities", "url": "https://jakubnowosad.com/posts/2026-02-13-msca-bp3/", "published_at": "2026-02-13T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384130e83d", "title": "Elephant(s) in the room: Graph neural networks, embeddings, and foundation models in spatial data science", "url": "https://jakubnowosad.com/posts/2025-12-15-agforum-talk/", "published_at": "2025-12-15T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3841eb43dc", "title": "R for Geospatial Predictive Mapping: Takeaways from the Talk", "url": "https://jakubnowosad.com/posts/2025-12-01-rome-talk/", "published_at": "2025-12-01T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3842e519c6", "title": "The PRISM project’s progress report: 8 months into the MSCA-PF journey", "url": "https://jakubnowosad.com/posts/2025-04-13-msca-bp2/", "published_at": "2025-04-13T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3843cba893", "title": "Understanding and extending the methods of comparing spatial patterns in raster data", "url": "https://jakubnowosad.com/posts/2024-11-17-spatcomp-bp6/", "published_at": "2024-11-17T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38441307df", "title": "Comparison of spatial patterns in categorical raster data for arbitrary regions using R", "url": "https://jakubnowosad.com/posts/2024-11-10-spatcomp-bp5/", "published_at": "2024-11-10T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384434c347", "title": "Comparison of spatial patterns in categorical raster data for overlapping regions using R", "url": "https://jakubnowosad.com/posts/2024-11-03-spatcomp-bp4/", "published_at": "2024-11-03T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3844b43130", "title": "Comparison of spatial patterns in continuous raster data for arbitrary regions using R", "url": "https://jakubnowosad.com/posts/2024-10-27-spatcomp-bp3/", "published_at": "2024-10-27T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3844f7f839", "title": "Comparison of spatial patterns in continuous raster data for overlapping regions using R", "url": "https://jakubnowosad.com/posts/2024-10-20-spatcomp-bp2/", "published_at": "2024-10-20T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3845537edf", "title": "Inventory of methods for comparing spatial patterns in raster data", "url": "https://jakubnowosad.com/posts/2024-10-13-spatcomp-bp1/", "published_at": "2024-10-13T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384578cb91", "title": "Navigating the maze: Reflections on applying for the Marie Skłodowska-Curie Actions Postdoctoral Fellowship", "url": "https://jakubnowosad.com/posts/2024-07-22-msca-bp1/", "published_at": "2024-07-22T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3845e6843a", "title": "Optimizing the parameters of the spatial kinetic Ising model to simulate spatial patterns", "url": "https://jakubnowosad.com/posts/2024-01-07-spatialising-bp2/", "published_at": "2024-01-07T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384694706f", "title": "Simulating spatial patterns with the spatial kinetic Ising model", "url": "https://jakubnowosad.com/posts/2023-12-17-spatialising-bp1/", "published_at": "2023-12-17T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38477725c8", "title": "Finding the most unique land cover spatial pattern", "url": "https://jakubnowosad.com/posts/2023-12-03-motif-bp8/", "published_at": "2023-12-03T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3847ab7995", "title": "Extracting information about spatial patterns from spatial signatures", "url": "https://jakubnowosad.com/posts/2023-11-18-motif-bp7/", "published_at": "2023-11-18T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3848611c72", "title": "Spatial regionalization using universal superpixels algorithm", "url": "https://jakubnowosad.com/posts/2023-05-15-supercells-bp2/", "published_at": "2023-05-15T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38492a8370", "title": "supercells: universal superpixels algorithm for applications to geospatial data", "url": "https://jakubnowosad.com/posts/2023-04-30-supercells-bp1/", "published_at": "2023-04-30T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384982e9b8", "title": "How to visualize landscape metrics for local landscapes?", "url": "https://jakubnowosad.com/posts/2022-02-17-lsm-bp3/", "published_at": "2022-02-17T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3849b69278", "title": "Considerations for the pattern-based spatial analysis", "url": "https://jakubnowosad.com/posts/2021-03-10-motif-bp6/", "published_at": "2021-03-10T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384a94092d", "title": "Clustering similar spatial patterns", "url": "https://jakubnowosad.com/posts/2021-03-03-motif-bp5/", "published_at": "2021-03-03T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384b8b7fd7", "title": "Quantifying changes of spatial patterns", "url": "https://jakubnowosad.com/posts/2021-02-24-motif-bp4/", "published_at": "2021-02-24T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384be9785c", "title": "Finding similar spatial patterns", "url": "https://jakubnowosad.com/posts/2021-02-17-motif-bp3/", "published_at": "2021-02-17T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384c2bad9d", "title": "Describing categorical rasters with spatial signatures", "url": "https://jakubnowosad.com/posts/2021-02-10-motif-bp2/", "published_at": "2021-02-10T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384d25e4b0", "title": "Pattern-based spatial analysis: an approach for discovering, describing and studying geographical patterns", "url": "https://jakubnowosad.com/posts/2021-02-04-pattern-based-spatial-analysis/", "published_at": "2021-02-04T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384d67874d", "title": "Pattern-based spatial analysis in R: an introduction", "url": "https://jakubnowosad.com/posts/2021-02-03-motif-bp1/", "published_at": "2021-02-03T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384d84a395", "title": "How to choose a bivariate color palette?", "url": "https://jakubnowosad.com/posts/2020-08-25-cbc-bp2/", "published_at": "2020-08-25T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384d90e555", "title": "How to measure spatial diversity and segregation?", "url": "https://jakubnowosad.com/posts/2020-08-03-raceland-bp1/", "published_at": "2020-08-03T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384e71e905", "title": "Introduction to landscape ecology with R", "url": "https://jakubnowosad.com/posts/2020-05-26-intro-to-landscape-ecology/", "published_at": "2020-05-26T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384f284b33", "title": "How to calculate landscape metrics for local landscapes?", "url": "https://jakubnowosad.com/posts/2020-01-23-lsm_bp2/", "published_at": "2020-01-23T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df384f867513", "title": "Evaluation of the new palette() for R", "url": "https://jakubnowosad.com/posts/2019-12-01-cbc-bp1/", "published_at": "2019-12-01T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3850241ae4", "title": "Information theory provides a consistent framework for the analysis of spatial patterns", "url": "https://jakubnowosad.com/posts/2019-06-25-ent-bp1/", "published_at": "2019-06-25T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df385050ee7c", "title": "World population growth through time", "url": "https://jakubnowosad.com/posts/2019-03-13-world_pop_change2/", "published_at": "2019-03-13T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3850fbbf3d", "title": "Efficient landscape metrics calculations for buffers around sampling points", "url": "https://jakubnowosad.com/posts/2019-03-07-lsm-bp1/", "published_at": "2019-03-07T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3851490b1b", "title": "GeoPAT2: Entropy calculations for local landscapes", "url": "https://jakubnowosad.com/posts/2019-01-20-geopat-2-ent/", "published_at": "2019-01-20T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df385242d6e1", "title": "Geocomputation with R - the afterword", "url": "https://jakubnowosad.com/posts/2018-12-12-geocomputation-with-r-the-afterword/", "published_at": "2018-12-12T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df385307776a", "title": "How much our maps are distorted?", "url": "https://jakubnowosad.com/posts/2018-10-23-map-distortion/", "published_at": "2018-10-16T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3853c6f7b9", "title": "The world (population) is changing", "url": "https://jakubnowosad.com/posts/2018-10-09-world_pop_change/", "published_at": "2018-10-09T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38549f2785", "title": "sabre: or how to compare two maps?", "url": "https://jakubnowosad.com/posts/2018-09-10-sabre-bp/", "published_at": "2018-09-10T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38555ce7e7", "title": "Moving beyond pattern-based analysis: Additional applications of GeoPAT 2", "url": "https://jakubnowosad.com/posts/2018-08-28-geopat-2-extend/", "published_at": "2018-08-28T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3855b177f0", "title": "Pattern-based regionalization", "url": "https://jakubnowosad.com/posts/2018-08-13-geopat-2-segmentation/", "published_at": "2018-08-13T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38565d5fc5", "title": "Quantifying temporal change of landscape pattern", "url": "https://jakubnowosad.com/posts/2018-07-24-geopat-2-compare/", "published_at": "2018-07-24T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3856b8950f", "title": "Finding similar local landscapes", "url": "https://jakubnowosad.com/posts/2018-07-16-geopat-2-search/", "published_at": "2018-07-16T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3856ccd566", "title": "Pattern-based Spatial Analysis - core ideas", "url": "https://jakubnowosad.com/posts/2018-07-06-pattern-based-spatial-analysis-core-ideas/", "published_at": "2018-07-06T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3857a0c46d", "title": "Life (expectancy), animated", "url": "https://jakubnowosad.com/posts/2018-07-05-life-expectancy-animated/", "published_at": "2018-07-05T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3857ee9894", "title": "GeoPAT 2: Software for Pattern-Based Spatial and Temporal Analysis", "url": "https://jakubnowosad.com/posts/2018-06-18-geopat-2-software-for-pattern-based-spatial-and-temporal-analysis/", "published_at": "2018-06-18T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df38581ff559", "title": "Making maps of the USA with R: alternative layout", "url": "https://jakubnowosad.com/posts/2018-03-11-making-alternative-inset-maps-of-the-usa/", "published_at": "2018-03-13T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df385873ed14", "title": "Geocomputation with R - the intermission", "url": "https://jakubnowosad.com/posts/2018-01-20-geocomputation-with-r-the-intermission/", "published_at": "2018-01-25T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df385876aff8", "title": "Geocomputation with R - the beginnings", "url": "https://jakubnowosad.com/posts/2017-08-10-geocompr/", "published_at": "2017-08-10T00:00:00+00:00" }, { "id": "01a0878a-2339-738d-a348-df3859321043", "title": "Intro to R workshop", "url": "https://jakubnowosad.com/posts/2017-04-29-intro-to-r/", "published_at": "2017-04-29T00:00:00+00:00" } ] posts Claim your blog
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2026

Navigating Challenges in Spatial Machine Learningoriginal ↗
8 Sept 2026
A world still to be mapped: reflections on geocomputation in R: takeaways from the talk and workshop at UseR! 2026original ↗
21 Jul 2026
Rethinking Validation for Spatial Machine Learning: Takeaways from the Talkoriginal ↗
3 Jul 2026
PRISM project’s update: making spatial machine learning more reliable, plus related activitiesoriginal ↗
13 Feb 2026

2025

Elephant(s) in the room: Graph neural networks, embeddings, and foundation models in spatial data scienceoriginal ↗
15 Dec 2025
R for Geospatial Predictive Mapping: Takeaways from the Talkoriginal ↗
1 Dec 2025
The PRISM project’s progress report: 8 months into the MSCA-PF journeyoriginal ↗
13 Apr 2025

2024

Understanding and extending the methods of comparing spatial patterns in raster dataoriginal ↗
17 Nov 2024
Comparison of spatial patterns in categorical raster data for arbitrary regions using Roriginal ↗
10 Nov 2024
Comparison of spatial patterns in categorical raster data for overlapping regions using Roriginal ↗
3 Nov 2024
Comparison of spatial patterns in continuous raster data for arbitrary regions using Roriginal ↗
27 Oct 2024
Comparison of spatial patterns in continuous raster data for overlapping regions using Roriginal ↗
20 Oct 2024
Inventory of methods for comparing spatial patterns in raster dataoriginal ↗
13 Oct 2024
Navigating the maze: Reflections on applying for the Marie Skłodowska-Curie Actions Postdoctoral Fellowshiporiginal ↗
22 Jul 2024
Optimizing the parameters of the spatial kinetic Ising model to simulate spatial patternsoriginal ↗
7 Jan 2024

2023

Simulating spatial patterns with the spatial kinetic Ising modeloriginal ↗
17 Dec 2023
Finding the most unique land cover spatial patternoriginal ↗
3 Dec 2023
Extracting information about spatial patterns from spatial signaturesoriginal ↗
18 Nov 2023
Spatial regionalization using universal superpixels algorithmoriginal ↗
15 May 2023
supercells: universal superpixels algorithm for applications to geospatial dataoriginal ↗
30 Apr 2023

2022

How to visualize landscape metrics for local landscapes?original ↗
17 Feb 2022

2021

Considerations for the pattern-based spatial analysisoriginal ↗
10 Mar 2021
Clustering similar spatial patternsoriginal ↗
3 Mar 2021
Quantifying changes of spatial patternsoriginal ↗
24 Feb 2021
Finding similar spatial patternsoriginal ↗
17 Feb 2021
Describing categorical rasters with spatial signaturesoriginal ↗
10 Feb 2021
Pattern-based spatial analysis: an approach for discovering, describing and studying geographical patternsoriginal ↗
4 Feb 2021
Pattern-based spatial analysis in R: an introductionoriginal ↗
3 Feb 2021

2020

How to choose a bivariate color palette?original ↗
25 Aug 2020
How to measure spatial diversity and segregation?original ↗
3 Aug 2020
Introduction to landscape ecology with Roriginal ↗
26 May 2020
How to calculate landscape metrics for local landscapes?original ↗
23 Jan 2020

2019

Evaluation of the new palette() for Roriginal ↗
1 Dec 2019
Information theory provides a consistent framework for the analysis of spatial patternsoriginal ↗
25 Jun 2019
World population growth through timeoriginal ↗
13 Mar 2019
Efficient landscape metrics calculations for buffers around sampling pointsoriginal ↗
7 Mar 2019
GeoPAT2: Entropy calculations for local landscapesoriginal ↗
20 Jan 2019

2018

Geocomputation with R - the afterwordoriginal ↗
12 Dec 2018
How much our maps are distorted?original ↗
16 Oct 2018
The world (population) is changingoriginal ↗
9 Oct 2018
sabre: or how to compare two maps?original ↗
10 Sept 2018
Moving beyond pattern-based analysis: Additional applications of GeoPAT 2original ↗
28 Aug 2018
Pattern-based regionalizationoriginal ↗
13 Aug 2018
Quantifying temporal change of landscape patternoriginal ↗
24 Jul 2018
Finding similar local landscapesoriginal ↗
16 Jul 2018
Pattern-based Spatial Analysis - core ideasoriginal ↗
6 Jul 2018
Life (expectancy), animatedoriginal ↗
5 Jul 2018
GeoPAT 2: Software for Pattern-Based Spatial and Temporal Analysisoriginal ↗
18 Jun 2018
Making maps of the USA with R: alternative layoutoriginal ↗
13 Mar 2018
Geocomputation with R - the intermissionoriginal ↗
25 Jan 2018

2017

Geocomputation with R - the beginningsoriginal ↗
10 Aug 2017
Intro to R workshoporiginal ↗
29 Apr 2017