New paper on the integration of autonomous underwater vehicles and geostatistics. A new method for informed path planing and real-time data assimilation >> 'Geostatistical uncertainty maps for real-world efficient AUV data collection'
www.frontiersin.org/journals/mar...
www.frontiersin.org/journals/mar...
Frontiers | Geostatistical uncertainty maps for real-world efficient AUV data collection
Autonomous Underwater Vehicle (AUV) trajectory planning for oceanographic surveys is challenging and requires comprehensive and efficient data collection for...
www.frontiersin.org
October 16, 2025 at 2:34 PM
New paper on the integration of autonomous underwater vehicles and geostatistics. A new method for informed path planing and real-time data assimilation >> 'Geostatistical uncertainty maps for real-world efficient AUV data collection'
www.frontiersin.org/journals/mar...
www.frontiersin.org/journals/mar...
link 📈🤖
The Two Cultures of Prevalence Mapping: Small Area Estimation and Model-Based Geostatistics (Wakefield, Gao, Fuglstad et al) In low- and middle-income countries (LMICs), accurate estimates of subnational health and demographic indicators are critical for guiding policy and identifying dis
The Two Cultures of Prevalence Mapping: Small Area Estimation and Model-Based Geostatistics (Wakefield, Gao, Fuglstad et al) In low- and middle-income countries (LMICs), accurate estimates of subnational health and demographic indicators are critical for guiding policy and identifying dis
June 23, 2025 at 5:40 PM
link 📈🤖
The Two Cultures of Prevalence Mapping: Small Area Estimation and Model-Based Geostatistics (Wakefield, Gao, Fuglstad et al) In low- and middle-income countries (LMICs), accurate estimates of subnational health and demographic indicators are critical for guiding policy and identifying dis
The Two Cultures of Prevalence Mapping: Small Area Estimation and Model-Based Geostatistics (Wakefield, Gao, Fuglstad et al) In low- and middle-income countries (LMICs), accurate estimates of subnational health and demographic indicators are critical for guiding policy and identifying dis
#Periodic Variability #Baseflow in #Headwater #Streams of Upper #ColoradoRiver - #Implications #Runoff #Efficiency
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tinyurl.com/26a5fjss
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#GIS #spatial #mapping #water #hydrology #waterresources #USWest #Colorado #river #snowmelt #catchments #flow #model #geostatistics #planning #climateforcing
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tinyurl.com/26a5fjss
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#GIS #spatial #mapping #water #hydrology #waterresources #USWest #Colorado #river #snowmelt #catchments #flow #model #geostatistics #planning #climateforcing
April 15, 2025 at 5:18 AM
New paper is out. We model covid-19 in mainland Portugal and propose the basis of an early warning system for epidemic events based on #geostatistics and machine learning. We use the Lisbon Metropolitan Area as pilot case study --> link.springer.com/article/10.1...
September 1, 2023 at 12:46 PM
New paper is out. We model covid-19 in mainland Portugal and propose the basis of an early warning system for epidemic events based on #geostatistics and machine learning. We use the Lisbon Metropolitan Area as pilot case study --> link.springer.com/article/10.1...
We’ve designed it to be fast, flexible and easy to use:
- Works seamlessly with Scanpy, Squidpy and AnnData (@scverse_team compatible)
- Plug-and-play any ST dataset
- Outputs spatially informed scores
- Geostatistics-inspired metrics to evaluate gene sets
- Works seamlessly with Scanpy, Squidpy and AnnData (@scverse_team compatible)
- Plug-and-play any ST dataset
- Outputs spatially informed scores
- Geostatistics-inspired metrics to evaluate gene sets
June 2, 2025 at 11:23 AM
We’ve designed it to be fast, flexible and easy to use:
- Works seamlessly with Scanpy, Squidpy and AnnData (@scverse_team compatible)
- Plug-and-play any ST dataset
- Outputs spatially informed scores
- Geostatistics-inspired metrics to evaluate gene sets
- Works seamlessly with Scanpy, Squidpy and AnnData (@scverse_team compatible)
- Plug-and-play any ST dataset
- Outputs spatially informed scores
- Geostatistics-inspired metrics to evaluate gene sets
Generative geomodelling: Deep Learning vs. Geostatistics
https://doi.org/10.31223/X5B732
https://doi.org/10.31223/X5B732
June 21, 2025 at 10:00 AM
Generative geomodelling: Deep Learning vs. Geostatistics
https://doi.org/10.31223/X5B732
https://doi.org/10.31223/X5B732
Interestingly, people applying cultural evolution to archaeology (evolutionary archaeologists 😅?), probably closer to fields like geostatistics and so on, have been using null model similar to IBD models for a while (cf early 2010s papers from @ercrema.bsky.social, Shennan, etc.)
July 31, 2025 at 2:08 PM
Interestingly, people applying cultural evolution to archaeology (evolutionary archaeologists 😅?), probably closer to fields like geostatistics and so on, have been using null model similar to IBD models for a while (cf early 2010s papers from @ercrema.bsky.social, Shennan, etc.)
Lu Zhang, Wenpin Tang, Sudipto Banerjee
Bayesian Geostatistics Using Predictive Stacking
https://arxiv.org/abs/2304.12414
Bayesian Geostatistics Using Predictive Stacking
https://arxiv.org/abs/2304.12414
May 22, 2024 at 4:03 AM
Lu Zhang, Wenpin Tang, Sudipto Banerjee
Bayesian Geostatistics Using Predictive Stacking
https://arxiv.org/abs/2304.12414
Bayesian Geostatistics Using Predictive Stacking
https://arxiv.org/abs/2304.12414
Exciting update! I added two brand-new chapters to my free e-book, Applied Geostatistics in Python:
1️⃣ An introductory chapter covering fundamental #geostatistics definitions
2️⃣ A practical chapter on coordinate transformations
Check it out: geostatsguy.github.io/GeostatsPyDe... ∀ #DataScience
1️⃣ An introductory chapter covering fundamental #geostatistics definitions
2️⃣ A practical chapter on coordinate transformations
Check it out: geostatsguy.github.io/GeostatsPyDe... ∀ #DataScience
November 26, 2024 at 3:18 AM
Exciting update! I added two brand-new chapters to my free e-book, Applied Geostatistics in Python:
1️⃣ An introductory chapter covering fundamental #geostatistics definitions
2️⃣ A practical chapter on coordinate transformations
Check it out: geostatsguy.github.io/GeostatsPyDe... ∀ #DataScience
1️⃣ An introductory chapter covering fundamental #geostatistics definitions
2️⃣ A practical chapter on coordinate transformations
Check it out: geostatsguy.github.io/GeostatsPyDe... ∀ #DataScience
We would encourage you to submit an #EGU25 #EGU2025 abstract related to #geostatistics to the session
"Advanced Geostatistical Methods and Uncertainty Analysis in Hydrological and Environmental Sciences"
meetingorganizer.copernicus.org/EGU25/sessio...
Looking forward to meeting you in Vienna!
"Advanced Geostatistical Methods and Uncertainty Analysis in Hydrological and Environmental Sciences"
meetingorganizer.copernicus.org/EGU25/sessio...
Looking forward to meeting you in Vienna!
January 6, 2025 at 11:16 AM
We would encourage you to submit an #EGU25 #EGU2025 abstract related to #geostatistics to the session
"Advanced Geostatistical Methods and Uncertainty Analysis in Hydrological and Environmental Sciences"
meetingorganizer.copernicus.org/EGU25/sessio...
Looking forward to meeting you in Vienna!
"Advanced Geostatistical Methods and Uncertainty Analysis in Hydrological and Environmental Sciences"
meetingorganizer.copernicus.org/EGU25/sessio...
Looking forward to meeting you in Vienna!
📝 Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum
🔎 We predict speech-to-text model performance on dialect continua with geostatistics.
👥 Ryan Soh-Eun Shim, Barbara Plank
🔗 arxiv.org/abs/2410.14589
📁Findings - Long
🔎 We predict speech-to-text model performance on dialect continua with geostatistics.
👥 Ryan Soh-Eun Shim, Barbara Plank
🔗 arxiv.org/abs/2410.14589
📁Findings - Long
Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum
There is increasing interest in looking at dialects in NLP. However, most work to date still treats dialects as discrete categories. For instance, evaluative work in variation-oriented NLP for English...
arxiv.org
April 29, 2025 at 3:03 PM
📝 Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum
🔎 We predict speech-to-text model performance on dialect continua with geostatistics.
👥 Ryan Soh-Eun Shim, Barbara Plank
🔗 arxiv.org/abs/2410.14589
📁Findings - Long
🔎 We predict speech-to-text model performance on dialect continua with geostatistics.
👥 Ryan Soh-Eun Shim, Barbara Plank
🔗 arxiv.org/abs/2410.14589
📁Findings - Long
Integrative Spatial Modelling of Cellular Plasticity using Graph Neural Networks and Geostatistics [new]
GNNs & geostatistics predict cell state variation in spatial transcriptomics.
GNNs & geostatistics predict cell state variation in spatial transcriptomics.
September 26, 2025 at 3:06 AM
Integrative Spatial Modelling of Cellular Plasticity using Graph Neural Networks and Geostatistics [new]
GNNs & geostatistics predict cell state variation in spatial transcriptomics.
GNNs & geostatistics predict cell state variation in spatial transcriptomics.
no time! i'm on the march! (doin' spatial geostatistics)
May 26, 2025 at 6:53 PM
no time! i'm on the march! (doin' spatial geostatistics)
#Global #HumanImpact On #Biodiversity
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tinyurl.com/mtt97jbr
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#GIS #spatial #mapping #statistics #geostatistics #spatialanalysis #spatiotemporal #connected #systems #model #modeling #environmental #ecosystems #habitat #pollution #climatechange #literature #diversity #conservation #sustainability
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tinyurl.com/mtt97jbr
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#GIS #spatial #mapping #statistics #geostatistics #spatialanalysis #spatiotemporal #connected #systems #model #modeling #environmental #ecosystems #habitat #pollution #climatechange #literature #diversity #conservation #sustainability
March 31, 2025 at 9:34 PM
🚨 𝗙𝗿𝗲𝗲 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗮𝗹𝗲𝗿𝘁: 🚨 the 𝗺𝗯𝗴 package streamlines model-based geostatistics, with applications ranging from spatial ecology and epidemiology to regional planning.
If you want to predict spatial outcomes based on contextual factors, this package is for you! henryspatialanalysis.github.io/mbg/
If you want to predict spatial outcomes based on contextual factors, this package is for you! henryspatialanalysis.github.io/mbg/
Model-Based Geostatistics
Modern model-based geostatistics for point-referenced data. This package provides a simple interface to run spatial machine learning models and geostatistical models that estimate a continuous (raster...
henryspatialanalysis.github.io
April 30, 2025 at 11:38 PM
🚨 𝗙𝗿𝗲𝗲 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗮𝗹𝗲𝗿𝘁: 🚨 the 𝗺𝗯𝗴 package streamlines model-based geostatistics, with applications ranging from spatial ecology and epidemiology to regional planning.
If you want to predict spatial outcomes based on contextual factors, this package is for you! henryspatialanalysis.github.io/mbg/
If you want to predict spatial outcomes based on contextual factors, this package is for you! henryspatialanalysis.github.io/mbg/
Strong #Regional #Trends In #ExtremeWeather Over The Next Two Decades Under High- And Low- #Emissions Pathways
alturl.com/92yvp
#GIS #spatial #mapping #spatialanalysis #spatiotemporal #climatechange #global #risk #hazard #modeling #geostatistics #climatemodel ##flooding #wildfire #drought #storms
alturl.com/92yvp
#GIS #spatial #mapping #spatialanalysis #spatiotemporal #climatechange #global #risk #hazard #modeling #geostatistics #climatemodel ##flooding #wildfire #drought #storms
September 19, 2024 at 11:15 PM
Strong #Regional #Trends In #ExtremeWeather Over The Next Two Decades Under High- And Low- #Emissions Pathways
alturl.com/92yvp
#GIS #spatial #mapping #spatialanalysis #spatiotemporal #climatechange #global #risk #hazard #modeling #geostatistics #climatemodel ##flooding #wildfire #drought #storms
alturl.com/92yvp
#GIS #spatial #mapping #spatialanalysis #spatiotemporal #climatechange #global #risk #hazard #modeling #geostatistics #climatemodel ##flooding #wildfire #drought #storms
Elevate your #geospatialresearch with #BioRankings! Join us tomorrow to learn how their Geostatistics Consulting Core can enhance your #geospatial projects with statistical solutions.
Thurs, Jan 30 · 11am - 12pm CT
Register 👉 https://tinyurl.com/36j9jza3
Thurs, Jan 30 · 11am - 12pm CT
Register 👉 https://tinyurl.com/36j9jza3
January 29, 2025 at 8:52 PM
Elevate your #geospatialresearch with #BioRankings! Join us tomorrow to learn how their Geostatistics Consulting Core can enhance your #geospatial projects with statistical solutions.
Thurs, Jan 30 · 11am - 12pm CT
Register 👉 https://tinyurl.com/36j9jza3
Thurs, Jan 30 · 11am - 12pm CT
Register 👉 https://tinyurl.com/36j9jza3
complexity and data pre-processing requirements. IINI demonstrates the broader applicability of statistical physics concepts within the field of geostatistics, highlighting their potential to enrich and expand traditional geostatistical methods. [6/6 of https://arxiv.org/abs/2504.15781v1]
April 23, 2025 at 6:19 AM
complexity and data pre-processing requirements. IINI demonstrates the broader applicability of statistical physics concepts within the field of geostatistics, highlighting their potential to enrich and expand traditional geostatistical methods. [6/6 of https://arxiv.org/abs/2504.15781v1]
link 📈🤖
On Ignorability of Preferential Sampling in Geostatistics (Lu, Xu, Yang et al) Preferential sampling has attracted considerable attention in geostatistics since the pioneering work of Diggle et al. (2010). A variety of likelihood-based approaches have been developed to correct estimation
On Ignorability of Preferential Sampling in Geostatistics (Lu, Xu, Yang et al) Preferential sampling has attracted considerable attention in geostatistics since the pioneering work of Diggle et al. (2010). A variety of likelihood-based approaches have been developed to correct estimation
November 6, 2025 at 4:33 PM
link 📈🤖
On Ignorability of Preferential Sampling in Geostatistics (Lu, Xu, Yang et al) Preferential sampling has attracted considerable attention in geostatistics since the pioneering work of Diggle et al. (2010). A variety of likelihood-based approaches have been developed to correct estimation
On Ignorability of Preferential Sampling in Geostatistics (Lu, Xu, Yang et al) Preferential sampling has attracted considerable attention in geostatistics since the pioneering work of Diggle et al. (2010). A variety of likelihood-based approaches have been developed to correct estimation
🎥 #TeamTales No. 35 is here! Meet Jonathan Frank, PhD candidate in the GIScience group of Prof. Alexander Brenning at @uni-jena.de. 🌍 He is developing methods for recognizing groundwater trade pollution, using geostatistics AI & ML. 🚀
#Groundwater #Pollution #Geostatistics #AI #MachineLearning
#Groundwater #Pollution #Geostatistics #AI #MachineLearning
December 11, 2024 at 3:01 PM
🎥 #TeamTales No. 35 is here! Meet Jonathan Frank, PhD candidate in the GIScience group of Prof. Alexander Brenning at @uni-jena.de. 🌍 He is developing methods for recognizing groundwater trade pollution, using geostatistics AI & ML. 🚀
#Groundwater #Pollution #Geostatistics #AI #MachineLearning
#Groundwater #Pollution #Geostatistics #AI #MachineLearning
Integrative Spatial Modelling of Cellular Plasticity using Graph Neural Networks and Geostatistics https://www.biorxiv.org/content/10.1101/2025.09.24.678189v1
September 26, 2025 at 2:48 AM
Integrative Spatial Modelling of Cellular Plasticity using Graph Neural Networks and Geostatistics https://www.biorxiv.org/content/10.1101/2025.09.24.678189v1
I added a glossary to my free, online e-book,
Applied Geostatistics in Python: a Hands-on Guide with GeostatsPy
Writing a glossary is a lot of work, but I was motivated by student feedback. I'm stoked!
Check it out @ geostatsguy.github.io/GeostatsPyDe... ∀.
#DataScience #Python
Applied Geostatistics in Python: a Hands-on Guide with GeostatsPy
Writing a glossary is a lot of work, but I was motivated by student feedback. I'm stoked!
Check it out @ geostatsguy.github.io/GeostatsPyDe... ∀.
#DataScience #Python
December 16, 2024 at 4:53 PM
I added a glossary to my free, online e-book,
Applied Geostatistics in Python: a Hands-on Guide with GeostatsPy
Writing a glossary is a lot of work, but I was motivated by student feedback. I'm stoked!
Check it out @ geostatsguy.github.io/GeostatsPyDe... ∀.
#DataScience #Python
Applied Geostatistics in Python: a Hands-on Guide with GeostatsPy
Writing a glossary is a lot of work, but I was motivated by student feedback. I'm stoked!
Check it out @ geostatsguy.github.io/GeostatsPyDe... ∀.
#DataScience #Python
More AI hype!
I was offered a job in 1979 to use geostatistics to generate probabilistic estimates of ore reserves from geophysical data & boring logs. Which is what they're calling AI here. (Turned it down because I'd have to move.) […]
I was offered a job in 1979 to use geostatistics to generate probabilistic estimates of ore reserves from geophysical data & boring logs. Which is what they're calling AI here. (Turned it down because I'd have to move.) […]
Original post on mastodon.social
mastodon.social
July 13, 2024 at 5:51 PM
More AI hype!
I was offered a job in 1979 to use geostatistics to generate probabilistic estimates of ore reserves from geophysical data & boring logs. Which is what they're calling AI here. (Turned it down because I'd have to move.) […]
I was offered a job in 1979 to use geostatistics to generate probabilistic estimates of ore reserves from geophysical data & boring logs. Which is what they're calling AI here. (Turned it down because I'd have to move.) […]
observed spatial field as a multidimensional tensor and recover missing values by enforcing a global low-rank structure. Our approach combines ideas from tensor completion and geostatistics, providing a robust optimization framework. Experiments on [2/3 of https://arxiv.org/abs/2506.04869v1]
June 6, 2025 at 6:05 AM
observed spatial field as a multidimensional tensor and recover missing values by enforcing a global low-rank structure. Our approach combines ideas from tensor completion and geostatistics, providing a robust optimization framework. Experiments on [2/3 of https://arxiv.org/abs/2506.04869v1]
🚀 Ready to boost your spatial data skills?
Join our Spatial Statistics with R course and go from theory to hands-on practice:
✨ Spatial sampling & point patterns
✨ Geostatistics & regression models
✨ ML for spatial variables
✨ Big datasets & satellite imagery
👉 shorturl.at/X6TQ1
Join our Spatial Statistics with R course and go from theory to hands-on practice:
✨ Spatial sampling & point patterns
✨ Geostatistics & regression models
✨ ML for spatial variables
✨ Big datasets & satellite imagery
👉 shorturl.at/X6TQ1
Spatial Statistics with R
17-21 November 2025
www.physalia-courses.org
August 18, 2025 at 2:29 PM
🚀 Ready to boost your spatial data skills?
Join our Spatial Statistics with R course and go from theory to hands-on practice:
✨ Spatial sampling & point patterns
✨ Geostatistics & regression models
✨ ML for spatial variables
✨ Big datasets & satellite imagery
👉 shorturl.at/X6TQ1
Join our Spatial Statistics with R course and go from theory to hands-on practice:
✨ Spatial sampling & point patterns
✨ Geostatistics & regression models
✨ ML for spatial variables
✨ Big datasets & satellite imagery
👉 shorturl.at/X6TQ1