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Tom Hengl

@tomhengl

Director at OpenGeoHub / and technical director at EnvirometriX. I am a data scientist passionately promoting open data & FOSS4G, automated soil mapping, Machine Learning for environmental data, global data sets, R spatial and spatio-temporal modeling...

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01.10.2024
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Latest posts by Tom Hengl @tomhengl

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Openlandmap-soilDB, global 30 meter soil datacube Explore the Openlandmap SoilDB, global 30 meter soil datacube with google earth engine based visualization.

Our global soil predictions at 30 m for 5 year periods (2000-2022+) are now available for viewing from world.soils.app; paper at: doi.org/10.5194/essd.... Download GeoTIFFs with 5-year predictions of soil carbon content, soil carbon density (kg/m3), soil pH, texture fractions, BD and USDA subgroups.

10.02.2026 12:39 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Application for the Earth Observation Summer School 2026 Application form for participation. Hosted by the OpenGeoHub Foundation (OGH) and Istanbul Technical University (ITU), Faculty of Aeronautics and Astronautics; Period: August 17–21, 2026 (Monday to ...

To apply for a position in the summer school, please use: forms.gle/dQXxt7cZZRsQ...

04.02.2026 09:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Earth Observation Summer School 2026 - OpenGeoHub Foundation: Connect | Create | Share | Repeat Location: Istanbul, Turkey

We are excited to come this year to Istanbul Technical University 17β€”21 August 2026: opengeohub.org/2026/01/29/e...
We expect more than 20 lecturers (contributors to Python, R, Julia open source #geospatial devs) and between 100-120 participants. Send your PhD, Master level students and post-docs

04.02.2026 09:14 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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πŸ“’ Send your abstracts for the final OEMC Global Workshop, co-hosted by @creaf.cat !
πŸ“Barcelona
πŸ—“οΈOct 7–9, 2026

πŸ“Submit an abstract for a talk, workshop, or poster by April 1st: pretalx.earthmonitor.org/global-works...

πŸ”—Discover the event: earthmonitor.org/global-works...

14.01.2026 15:25 πŸ‘ 5 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Open Earth Observation and fediverse-type systems as a basis for innovation, competitiveness… Authors: Tom Hengl (OpenGeoHub foundation), Gregory Duveiller (Max Planck Institute for Biogeochemistry), Johannes Reiche (Wageningen…

After 3.5 yrs of the @openearthmonitor.bsky.social project, 4 global workshops and several summer schools, we have produced this summary report aiming at both researchers and policy makers at EU and national scales:
medium.com/@opengeohub/...
Join the final event: earthmonitor.org/global-work-...

12.01.2026 16:55 πŸ‘ 4 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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πŸŽ‰πŸŒ The Open Earth Monitor project is pleased to announce the 5th and final Global Workshop, titled β€œNext-Generation EO & GeoAI Built on Openness and Distributed Data.”

πŸ—“ 7–9 October 2026
πŸ“ Casa ConvalescΓ¨ncia, Barcelona, Spain

πŸ”— Event details: earthmonitor.org/global-works...

17.12.2025 17:14 πŸ‘ 5 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Soil Health Data Cube (#SHDC) has just been updated (v1.1)! Dynamic soil properties and soil health indicators at 30m res 2000-2024 pan-EU. Access data here: stac.ecodatacube.eu and explore via ecodatacube.eu (webinar: youtu.be/eMmhepWg6Cs?...). shdc.ai4soilhealth.eu @ai4soilhealth.bsky.social

15.12.2025 11:25 πŸ‘ 4 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Webinar: How can AI technology and open EO help land restoration projects?
Webinar: How can AI technology and open EO help land restoration projects? YouTube video by OpenGeoHub Foundation Official Channel

Webinar now available for watching from: www.youtube.com/watch?v=eMmh...

10.12.2025 10:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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🌱 World Soil Day webinar!
Join us on 5 Dec, 15:00–16:00 CET to reply to the question:

How can AI technology, Open EO data and citizen science help soil conservation and land restoration projects?

🌐 Discover the event www.eventbrite.nl/e/tickets-ho...

πŸ”— Register now us02web.zoom.us/webinar/regi...

28.11.2025 12:31 πŸ‘ 4 πŸ” 2 πŸ’¬ 1 πŸ“Œ 2

Join us tomorrow as Dr Somnath Choudhuri from @worldpop-uos.bsky.social shows how #highresolution #openaccess population data is transforming humanitarian response, public health, climate adaptation, risk assessment, and more.

Register free ➑️ us02web.zoom.us/webinar/regi...

#OEMC #HorizonEurope

17.11.2025 13:35 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Computer scientist: High Performance Computing and Modeling with Earth Observation data using C++, Python and Julia - OpenGeoHub Foundation: Connect | Create | Share | Repeat Come to OpenGeoHub and help us improve, optimize and extend HPC infrastructures for Machine Learning so we can contribute together to the global good.

We are still #hiring! "Computer scientist: High Performance Computing and Modeling with Earth Observation data using C++, Python and Julia" (opengeohub.org/jobs/compute...).
Deadline: 1st of December 2025
Duration: 2+ years,
Bruto monthly salary: starting at €4,494 gross per month

27.10.2025 17:47 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Principal components from 1992-2024 night-light images for India

Principal components from 1992-2024 night-light images for India

There are two global Lights at night images data sets (as far as I am aware of): the #VIIRS-based (500 m) covering 2011-2024 (doi.org/10.3390/rs13...) and DMSP (1 km) but covering 1992-2024 (doi.org/10.1038/s415...). I've used both data sets to derive Principal Components: doi.org/10.5281/zeno...

08.10.2025 13:12 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Open-Earth-Monitor Global Workshop 2025 Perugia, Italy - YouTube The Open Earth Monitor β€” Global Workshop 2025 β€œOpen EO data and open source software as a foundation for monitoring the European Green Deal”, the 4th global ...

Had an excellent conf at Perugia @openearthmonitor.bsky.social Global Workshop 2025. If you missed it, we video-recorded πŸ“Ό talks: www.youtube.com/playlist?lis...
Topics covered: #OpenEO #CDSE #Copernicus #deforestation monitoring... 🚧 some videos (3-4) unfortunately with poorer quality

01.10.2025 11:42 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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OpenGeoHub Summer School 2025 at WICC "Data Science for Earth Observation" - YouTube Data Science for Earth Observation: Hands-on Training in Python, R and Julia Date: 1β€”6 September 2025 Location: Wageningen, Netherlands IMPORTANT NOTICE: Som...

If you maybe missed the #EOSummerSchool2025 at WICC, video-recordings πŸ“Ό and lecture materials are now available: youtube.com/playlist?lis...
The event was organized in collaboration with EO Council (www.eo-council.nl), Netherlands Space Office (www.spaceoffice.nl/en/) and SURF (www.surf.nl/en/).

26.09.2025 11:38 πŸ‘ 0 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
GeoLDN webinar: "OpenLandMap-soildb: global dynamic soil data at 30 m resolution"
GeoLDN webinar: "OpenLandMap-soildb: global dynamic soil data at 30 m resolution" YouTube video by OpenGeoHub Foundation Official Channel

Video-recordings are at: youtu.be/443HBf1GIGI?...

24.09.2025 17:06 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Processing large rasters using terra package for R: combining tiling and time-series modeling Processing large rasters using terra package for R: combining tiling and time-series modeling

Had a privilege and pleasure to teach terra pkg (created by @roberthijmans.bsky.social et al.) and spatial sampling with R together with Alexandre Wadoux at the #EOSummerSchool2025 at WICC. You can follow the terra tutorial from here: differ.blog/p/processing...
πŸ“Ή: youtu.be/q9sQkg7BeAc?...

15.09.2025 20:53 πŸ‘ 20 πŸ” 13 πŸ’¬ 0 πŸ“Œ 0
OpenLandMap-soildb: global dynamic soil data at 30 m resolution Discover detailed global soil data at a high resolution of 30 meters on OpenLandMap-soildb - all available online!

We are doing a 1hr webinar on 30-m resolution global soil mapping and the new #Open #soil data kindly hosted by @geoldn.bsky.social. To register: www.eventbrite.com/e/openlandma...
πŸ“… 24 September 2025
πŸ• 13:00 – 14:00 (CEST)
πŸ’¬ Seminar language: English
GeoLDN webinars: geo-ldn.org/events/geo-l...

10.09.2025 17:14 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Global 30-m annual median vegetation height maps (2000–2022) based on ICESat-2 data and Machine Learning - Scientific Data Scientific Data - Global 30-m annual median vegetation height maps (2000–2022) based on ICESat-2 data and Machine Learning

Our paper now in @nature.com Scientific Data
"Global 30-m annual median vegetation height maps (2000–2022) based on ICESat-2 data and ML"
doi.org/10.1038/s415...
🌍 stac.openlandmap.org/gpw_gsvh-30m...
πŸ“± global-pasture-watch.projects.earthengine.app/view/gsvh-30m
πŸ“° landcarbonlab.org/insights/glo...

07.09.2025 16:07 πŸ‘ 9 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0
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Quo vadis EO data science? 15 practical questions about the present and future of the field Quo vadis EO data science? 15 practical questions about the present and future of the field

The blog post about the poll we did today "15 practical questions about the present and future of the EO data science" is now available: differ.blog/p/quo-vadis-...
See if something surprises you in these results.
#EOSummerSchool2025
@opengeohub.bsky.social @openearthmonitor.bsky.social

01.09.2025 20:32 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Building an open source foundation for the EU Carbon Registry Intergenerational Open Geospatial Carbon Registry - Open-Source Tools for Connecting EU Agricultural Policies (CAP) and Carbon Removals and Carbon Farming (CRCF) Regulation to national inventories and...

Today we launched our new Horizon Europe project OGCR (Open Geospatial Carbon Registry), read more about what is the project about and what you can expect here: differ.blog/p/building-a...
Funded by @ec.europa.eu HORIZON Europe programme cordis.europa.eu/project/id/1...
#OGCR #EUGreenDeal

25.08.2025 12:12 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Tracking the Health of Earth’s Ecosystems with New Global Productivity Data Gross primary productivity (GPP) is a key indicator of ecosystem health. New data from Land & Carbon Lab provides the first global, higher resolution GPP data.

The global bimonthly 30m GPP product (2000-2024) is now ready for use (landcarbonlab.org/insights/glo...); available on GEE, STAC... so proud of the @opengeohub.bsky.social and @worldresources.bsky.social & colleagues!
πŸ“ doi.org/10.7717/peer...
πŸ–₯️ stac.openlandmap.org/gpw_ugpp.dai...

22.08.2025 08:48 πŸ‘ 4 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
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Registrations are closing for the Perugia Global Workshop 17-19th September, 2025 #OpenEarthMonitor project earthmonitor.org/global-works...
Reserve your spot, register now πŸ“£ : pretix.eu/opengeohubfo...
See you in Perugia!

13.08.2025 14:15 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Light use efficiency (LUE) based bimonthly gross primary productivity (GPP) for global grasslands at 30 m spatial resolution (2000–2022) The article describes production of a high spatial resolution (30 m) bimonthly light use efficiency (LUE) based gross primary productivity (GPP) data set representing grasslands for the period 2000 to...

Just published in @peerj.bsky.social! New 30m spatial resolution (Landsat-based) bimonthly global #Open Gross Primary Productivity (gC-per-m2-per-day) data set for 2000-2024: doi.org/10.7717/peer...
Access data from: stac.openlandmap.org/gpw_ugpp.dai... or from developers.google.com/earth-engine...

12.08.2025 13:44 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
GEDTM30: global ensemble digital terrain model at 30 m and derived multiscale terrain variables Production and validation of an open global ensemble digital terrain model (GEDTM30) and derived terrain variables at 1 arc-s spacing grid ( $\sim$∼ 30 m spatial resolution) is described. Copernicus D...

#GEDTM30 provides ensemble Digital Terrain model and some 15+ #geomorphometry variables (at 6 nested resolutions 30, 60, 120, 240, 480 and 960 m resolutions). Read more about this dataset here: doi.org/10.7717/peer...
Data access: github.com/openlandmap/...
@openearthmonitor.bsky.social

24.07.2025 10:16 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Open-Earth-Monitor Global Workshop 2025
Open-Earth-Monitor Global Workshop 2025 YouTube video by OpenGeoHub Foundation Official Channel

15 secs videos on what is the Open-Earth-Monitor Global Workshop about: youtu.be/avOSQhMjKJg

16.07.2025 08:47 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Senior Developer / Software Engineer: Open source tools for geospatial data - OpenGeoHub Foundation: Connect | Create | Share | Repeat If you have already contributed software to open development communities and if your special talent is making tidy, robust and generic software (and if you love to share and educate others) OpenGeoHub...

To apply visit: opengeohub.org/jobs/senior-...

16.07.2025 06:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Global Workshop 2025 – Open-Earth-Monitor project

🌍 Registrations for the Open-Earth-Monitor Global Workshop 2025 @openearthmonitor.bsky.social are Now Open! Join us in Perugia, Italy, September 17–19 "where open data meets real-world solutions for environmental challenges" (earthmonitor.org/global-works...).
To register: pretix.eu/opengeohubfo...

15.07.2025 16:36 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Senior Developer / Software Engineer wanted: #OpenSource tools for #geospatial data at @opengeohub.bsky.social
Application Deadline: 1st of Aug 2025
Possible start date: 1st of Oct 2025
Duration: 3+ years,
Job location: Doorwerth, NL
Bruto monthly salary: starting at €4,494 gross

15.07.2025 14:29 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
Spatiotemporal prediction of soil organic carbon density in Europe (2000–2022) using earth observation and machine learning This article describes a comprehensive framework for soil organic carbon density (SOCD, kg/m3) modeling and mapping, based on spatiotemporal random forest (RF) and quantile regression forests (QRF). A...

So proud of the @ai4soilhealth.bsky.social team for getting this article out: doi.org/10.7717/peer... #SoilScience #NaturalResourceManagement this is (to our knowledge) first ever #OpenData dynamic soil carbon density product at fine spatial res (30-m) for EU. Explore the data via ecodatacube.eu

14.07.2025 16:02 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Unlocking the power of open data for soil health
Unlocking the power of open data for soil health YouTube video by AI4SoilHealth

If you missed our @ai4soilhealth.bsky.social webinar on how to access and use Soil Health Data Cube for pan-EU (25 yrs of biophysical indices at 30m to 10m res; includes SOC density & land degradation indices) you can watch it here:
m.youtube.com/watch?v=DRT1... paper: doi.org/10.5194/essd...

11.07.2025 07:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0