Andrew Cutts
@map-andrew.bsky.social
📤 1074
📥 133
📝 81
Geospatial freelancer
http://www.acgeospatial.co.uk/
Earth Observation
#eochat
reposted by
Andrew Cutts
Sentinel Online
about 1 month ago
7 days until liftoff! 🚀 On 4 Nov 2025 at 18:03 local (French Guiana) / 21:03 UTC / 22:03 CET, Sentinel-1D launches aboard Ariane 6 — keeping Copernicus radar eyes on Earth, all weather, all the time. 🌍
#Sentinel1D
#Copernicus
#ESA
#Ariane6
#EarthObservation
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reposted by
Andrew Cutts
Tee "Effin" Barr 🏳️⚧️ 🗺️ 🌊🌀🔥
about 2 months ago
I wrote a thing about how
#geospatial
and
#fintech
don't speak the same language
open.substack.com/pub/geospati...
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Why Fintech Still Doesn't Get Earth Observation ROI: The Cultural Chasm
Why Did I Write This
https://open.substack.com/pub/geospatialrisk/p/why-fintech-still-doesnt-get-earth?r=3llm7y&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
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New blog. In Praise of the Digital Earth Africa Sandbox. Its back! A very good place to learn to work with Earth observation data and Python.
www.acgeospatial.co.uk/in-praise-of...
#Earthobervation
#eochat
#opendatacube
3 months ago
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reposted by
Andrew Cutts
Qiusheng Wu
4 months ago
🚀 New Feature in Leafmap – Interactive Time-Series Visualization! 🌍🛰️ Leafmap now supports time sliders for visualizing large collections of remote sensing images. Try it out Web App:
huggingface.co/spaces/giswq...
Notebook:
leafmap.org/maplibre/tim...
#geospatial
#leafmap
#opensource
#mapping
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reposted by
Andrew Cutts
Jara Villanueva
4 months ago
🚨 Applications are now open! We are excited to announce that the
@geospatialwomen.bsky.social
Mentorship Programme is now accepting applications for our 25/26 cohort, open until 7th September! 🔗 Interested? Apply here:
lnkd.in/ek7veWdG
#gischat
#remotesensing
#geospatial
#eo
#gis
#mentorship
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reposted by
Andrew Cutts
Pierre Markuse
5 months ago
🟢 Worth a read if you are using the Copernicus Browser and custom scripts. „Sentinel Hub Custom Scripts migration from EO Browser to Copernicus Browser“ by Mohor Gartner
medium.com/@mohor.gartn...
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Sentinel Hub Custom Scripts migration from EO Browser to Copernicus Browser
Platform migration and update of my scripts.
https://medium.com/@mohor.gartner/sentinel-hub-custom-scripts-migration-from-eo-browser-to-copernicus-browser-8fe99568c602
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reposted by
Andrew Cutts
Element 84
5 months ago
Our latest deep-dive series is live now on the blog! 🗞️💡 Check out Chunks and Chunkability (parts one and two) now. "It is a truth universally acknowledged in cloud native geospatial that data formats must be chunked." Part One:
element84.com/software-eng...
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Chunks and Chunkability: Tyranny of the Chunk • Element 84
We discuss our attempt to understand chunks and chunking more deeply including where we are today and where we might go from here.
https://element84.com/software-engineering/chunks-and-chunkability-tyranny-of-the-chunk/
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reposted by
Andrew Cutts
Geoff Smith
5 months ago
Two
#Copernicus
#Sentinel-2
images show the massive burn scar of ~100 km2 in northeast
#Scotland
caused by a fire between 28 June to 2 July. Uplands need better management, including rewilding & rewetting.
#eochat
@guyshrubsole.bsky.social
@chrisgpackham.bsky.social
@wildjustice.bsky.social
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New blog. Now I have a robust way of loading my Garmin tracks and activities into
#PostGIS
- I connect
kepler.gl
to it to visualise the data in a Jupyter Lab widget. This is a simple guide.
www.acgeospatial.co.uk/kepler-gl-in...
5 months ago
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reposted by
Andrew Cutts
ForestPlots
5 months ago
The fantastic first image released by
@esa.int
Biomass satellite. In glorious false colour to represent its P-band radar imaging, capable of penetrating even the highest biomass forests in the Amazon and Congo.
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New blog in my Garmin tracks series. This time 'Load activities from Garmin Connect and join to tracks in PostGIS'
www.acgeospatial.co.uk/garmin-conne...
#garmin
#PostGIS
code:
github.com/acgeospatial...
5 months ago
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reposted by
Andrew Cutts
Mike Wulder
6 months ago
Great idea! While not a paper, a terrific resource is the book Landsat's Enduring Legacy: Pioneering Global Land Observations from Space. Bit of everything. History of remote sensing. System design. Orbits. Applications. Has it all, AND is
#openaccess
! Get a free copy:
my.asprs.org/common/Uploa...
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New blog. This time handling updates from Garmin Connect to
#PostGIS
.
www.acgeospatial.co.uk/update-postg...
All the code is on GitHub -
github.com/acgeospatial...
#python
#datamanagement
6 months ago
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reposted by
Andrew Cutts
Daniel Plauba
6 months ago
📢 Last 3 days to apply for
#ESA
14th Advanced
#Training
Course on Land
#RemoteSensing
with a focus on
#Agriculture
! 📅 When: 29 September - 3 October 2025 📍 Where: Thessaloniki, Greece 👉 Deadline: 12 June 2025 🔗 More info and registration:
landtraining2025.esa.int
#GISchat
#EOchat
#geosky
#eo
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New blog. This time Getting tracks from
#Garmin
connect to
#PostGIS
. I present two options with code.
www.acgeospatial.co.uk/getting-trac...
Using
#geopandas
,
#sqlalchemy
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Getting tracks from Garmin Connect to PostGIS – acgeospatial
http://www.acgeospatial.co.uk/getting-tracks-from-garmin-connect-to-postgis/
6 months ago
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reposted by
Andrew Cutts
Gltch
6 months ago
✨High above Earth, Copernicus Sentinel-4 will watch Europe’s air pollution *hourly*! 🤯 Unprecedented detail for forecasting & a clearer view of our atmosphere. 🌍 #EarthObservation Source:
https://phys.org/news/2025-06-fresh-sentinel-air.html
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A breath of fresh data: Sentinel-4 innovates for clean air
From its vantage point outside Earth's atmosphere, more than 36,000 km above Earth's surface, the Copernicus Sentinel-4 mission will detect major air pollutants over Europe in unprecedented detail. It will observe how they vary on an hourly basis—a real breakthrough for air quality forecasting.
https://phys.org/news/2025-06-fresh-sentinel-air.html
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reposted by
Andrew Cutts
Kenneth Becker
6 months ago
After 25 years of watching Earth's changes, Landsat 7 has been decommissioned. It helped monitor forests, glaciers, disasters, and coastlines, providing decades of open science data. Its archive will continue to support research and environmental management 🧪⚒️🌊🌋❄️
#Landsat
#RemoteSensing
#GIS
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End of an Era: Landsat 7 Decommissioned After 25 Years of Earth Observation
After 25 years of capturing Earth's changing landscape, the Landsat 7 satellite received its final transmission from the U.S. Geological Survey and was officially decommissioned June 4, closing a rema...
https://www.usgs.gov/news/national-news-release/end-era-landsat-7-decommissioned-after-25-years-earth-observation
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A short blog on getting your tracks / routes from
#Garmin
Connect into
#QGIS
.
www.acgeospatial.co.uk/getting-rout...
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Getting routes from Garmin Connect to QGIS – acgeospatial
http://www.acgeospatial.co.uk/getting-routes-from-garmin-connect-to-qgis/
6 months ago
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reposted by
Andrew Cutts
ESA SNAP Toolbox
7 months ago
🚀SNAP 12 is here! 🌍 Marking 10 years of ESA's Sentinel App Platform with powerful new features: 🛰️Sentinel-1C support ⚙️JDK 21 🌐ETAD: smarter SLCs, interferograms & auto-download 🌍REACTIV, InSAR, OLCI/SLSTR 📦New vector tools 👉
step.esa.int/main/snap-12...
#EO
#RemoteSensing
#SentinelData
#ESA
#SNAP
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This is crazy. 'The economic value of just one year of Landsat data far exceeds the multi-year total cost of building, launching, and managing Landsat satellites and sensors.'
www.usgs.gov/news/feature...
#eochat
add a skeleton here at some point
7 months ago
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New blog post on cloud frequency.
www.acgeospatial.co.uk/cloud-freque...
asked if a project I was working on was impacted by the distribution of clouds(>in the west?). Answer was not for this project. but I didn't know until I checked.
#Python
code here
github.com/acgeospatial...
#Sentinel2
#eochat
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Cloud Frequency – acgeospatial
http://www.acgeospatial.co.uk/cloud-frequency/
7 months ago
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reposted by
Andrew Cutts
UKTN
7 months ago
EXCLUSIVE: UK and New Zealand's space sectors to join forces. 🚀 ➡️
www.uktech.news/climate-tech...
🔗
#exclusive
#space
#climatetech
#earthobservation
#uktech
#newzealand
#spacetech
#internationalcollaboration
#sciencepartnership
#startups
#UKtech
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EXCLUSIVE: UK and New Zealand's space sectors to join forces - UKTN
Prime Minister Keir Starmer hosted New Zealand Prime Minister Christopher Luxon this week.
https://www.uktech.news/climate-tech/exclusive-uk-and-new-zealands-space-sectors-to-join-forces-20250423
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reposted by
Andrew Cutts
Eric Ness
7 months ago
Using satellite data from ESA’s Sentinel-1A & Sentinel-2B/C + NASA JPL’s ARIA, scientists mapped >3 m horizontal land shifts along Myanmar’s Sagaing Fault during the Mar 28, 2025 quakes.
#RemoteSensing
#Earthquake
-
earthobservatory.nasa.gov/images/15415...
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Satellite Data Show Motion of Burma Earthquakes
NASA scientists employed a pixel-tracking method to reveal how much the ground shifted during one of the largest documented surface ruptures of its type.
https://earthobservatory.nasa.gov/images/154156/satellite-data-show-motion-of-burma-earthquakes
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reposted by
Andrew Cutts
National Centre for Earth Observation
8 months ago
Join us as a Research Associate in Tropical Methane with the EOS group at Uni of Leicester🏛️ You will be working with
@drrobparker.bsky.social
team on a cutting-edge Environmental Digital Twin to study wetland methane & climate change🌍 📍 Apply by 4 May 🔗
tinyurl.com/mrxzkzya
#ClimateJobs
#NCEO
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reposted by
Andrew Cutts
Jakub Nowosad
8 months ago
The bayesEO package provides a Bayesian approach to post-processing ML-generated images. It refines class probabilities, removes outliers, and improves labeling for more accurate classification. 🔗 https://github.com/e-sensing/bayesEO/
#rstats
#machinelearning
#remotesensing
#bayesian
#rspatial
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reposted by
Andrew Cutts
Jakub Nowosad
8 months ago
The bayesEO package provides a Bayesian approach to post-processing ML-generated images. It refines class probabilities, removes outliers, and improves labeling for more accurate classification. 🔗
github.com/e-sensing/ba...
#rstats
#MachineLearning
#RemoteSensing
#Bayesian
#rspatial
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reposted by
Andrew Cutts
Daniel Plauba
8 months ago
🌍 I have created an interactive
#GEE
app to generate
#Sentinel2
cloud-free mosaics for any country and timeframe, defined by the user. Generate your mosaics:
danielp.users.earthengine.app/view/sentinel2-cloudfree-mosaic-generator
GitHub:
github.com/palubad/S2-Mosaic-Generator
#gischat
#dataviz
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reposted by
Andrew Cutts
EOMasters
9 months ago
Now fully available! 𝗘𝗮𝗿𝘁𝗵𝗖𝗔𝗥𝗘’𝘀 𝗟𝗲𝘃𝗲𝗹-𝟮 data products. L2A contains data from individual instruments, and L2B provides data from two instruments. Final L2 data will be ready by year-end, integrating information from all four instruments.
buff.ly/EAz9ZlZ
#EarhtObs
#remotesensing
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Level-2 data boost EarthCARE's profiling power - Earth Online
EarthCARE’s Level-2 data products are now fully available, offering users more precise and detailed atmospheric profiling data.
https://buff.ly/EAz9ZlZ
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If you are logged into github and in a repo press the . key and it will open up a vs code web editor.
docs.github.com/en/codespace...
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The github.dev web-based editor - GitHub Docs
You can use the github.dev web-based editor to edit files and commit your changes.
https://docs.github.com/en/codespaces/the-githubdev-web-based-editor
9 months ago
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reposted by
Andrew Cutts
EOMasters
9 months ago
⏰𝗥𝗲𝗺𝗶𝗻𝗱𝗲𝗿⏰ The
#Sentinel-2A
extension campaign begins in 𝘁𝘄𝗼 days, improving the global revisit frequency of the Sentinel-2 constellation. Particularly beneficial for observing tropical regions in Africa and South America with high
#cloud
cover.
buff.ly/lTEENhP
#earthobs
#remotesensing
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Sentinel-2A: Extended Campaign Starting March 13, 2025
Copernicus Data Space Ecosystem - Europe's eyes on Earth
https://buff.ly/lTEENhP
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reposted by
Andrew Cutts
Anita Graser 🇪🇺🇺🇦🇬🇪
9 months ago
📚 Geocomputation with Python copies have arrived 🤩 Somehow, things feel much more real if you can touch them. Fun fact: the cover was designed in
#qgis
. Speaking of going full circle ...
#gischat
#python
#Geopandas
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reposted by
Andrew Cutts
9 months ago
Early spring mood in
#Europe
thanks to the anticyclonic conditions.
#Copernicus
#Sentinel3
captured on March 5th the almost cloudless view of many european countries. Clearly visible the
#Alps
and the
#Pyrenees
are still covered in snow.
@giuliofirenze.bsky.social
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Ctrl A followed by Ctrl M will select all your cells in a Jupyter Notebook and then merge them into a single cell. Or you could do it via the edit menu I suppose!
9 months ago
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Er what? They use seasonal mosaic's 'The image stack was mosaicked together using a “Swiss Cheese” methodology'
www.computerweekly.com/news/3666190...
#eochat
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Natural England clears clouds with machine learning | Computer Weekly
Earth observation images from satellites can be blotted by cloud cover, but Natural England has cleared the sky using artificial intelligence.
https://www.computerweekly.com/news/366619080/Natural-England-clears-clouds-with-machine-learning
9 months ago
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#eochat
add a skeleton here at some point
9 months ago
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It is more impressive to highlight the fusion of multiple data sources & the complex methods & accessibility to data & the access to the libraries in the code involved in creating Living England rather than simply assigning everything to 'AI'.
#randomforest
#eochat
www.gov.uk/government/n...
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AI and satellites speed up planning approvals by tracking wild habitats across England
New records reveal the government is utilising AI and technology to enhance public services, including streamlining MOT inspections and speeding up planning with satellite habitat mapping.
https://www.gov.uk/government/news/ai-and-satellites-speed-up-planning-approvals-by-tracking-wild-habitats-across-england
9 months ago
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#eochat
add a skeleton here at some point
9 months ago
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#eochat
add a skeleton here at some point
9 months ago
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The EO & RS Feed is well worth a follow
bsky.app/profile/eoma...
add a skeleton here at some point
10 months ago
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reposted by
Andrew Cutts
Philippe Rufin
10 months ago
We left behind ~10k followers on X, please reskeet to help us reach the community!
#EOchat
add a skeleton here at some point
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#eochat
add a skeleton here at some point
10 months ago
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A quick blog on a method for converting
#Sentinel2
imagery to a hexagonal grid.
www.acgeospatial.co.uk/convert-sent...
#eochat
10 months ago
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reposted by
Andrew Cutts
Sabrina Szeto
10 months ago
Hey
#geospatial
folks, know someone looking for an impactful geo-role? My company, thriveGEO, is
#hiring
a geospatial data engineer (full-time, remote, ideally in DE) and a communications manager (part-time, remote, global). Salary range 50-70k EUR full-time equivalent. ✨
thrivegeo.com/careers/
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Careers – thriveGEO | Earth Observation Data Training and Consulting
https://thrivegeo.com/careers/
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reposted by
Andrew Cutts
Simon Besnard
10 months ago
🚀 Just launched gedidb! 🌲 A Python package for processing, storing & querying GEDI lidar data with TileDB. 📂 Supports L2A, L2B, L4A, L4C 🔍 Processing the global archive in parallel—available by February! 📦 pip install gedidb
#Python
#RemoteSensing
#Lidar
#TileDB
#OpenScience
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#eochat
add a skeleton here at some point
10 months ago
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reposted by
Andrew Cutts
Philipp Gärtner
10 months ago
@planet (not yet on bsky 🤔) will be hosting a virtual Planet AI Symposium on January 30th!
#eochat
🛰️ Register here:
planet-ai-symposium.nowvirtual.live/register?eid...
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reposted by
Andrew Cutts
National Centre for Earth Observation
11 months ago
We are thrilled to join
@bsky.app
and can't wait to connect with the
#Earth
Observation and
#climate
science community! At NCEO we use satellite data to understand our changing planet. From monitoring
#climatechange
and
#land
use to studying
#airquality
and natural hazards. Follow us for updates🚀
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reposted by
Andrew Cutts
Matthias Mohr
10 months ago
📢 STAC Browser v3.3.0 has been released! Some of the improvements: - STAC v1.1.0 support - Updated versions of STAC extensions - New languages - Better authentication system, supporting OpenID Connect, HTTP Basic and API keys - Improved social sharing More details at
github.com/radiantearth...
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Release v3.3.0 · radiantearth/stac-browser
STAC Browser v3.3.0 has been released! The upgrade may need changes to existing config files, which are detailed below and are highlighted in bold. Major improvements Support for STAC v1.1.0 New l...
https://github.com/radiantearth/stac-browser/releases/tag/v3.3.0
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reposted by
Andrew Cutts
Simon Proud
10 months ago
Today, the Sentinel-2C spacecraft will take over from S2A in providing operational data. This is wonderful news, and will ensure continuity of the Sentinel data for many years to come. Great effort from the S2C commissioning team! See here for more info:
sentinels.copernicus.eu/web/sentinel...
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reposted by
Andrew Cutts
Fiona Gregory
11 months ago
If you're interesting in
#earthobservation
and not reading this newsletter you're missing out! Earth observation news is world news
https://www.spectralreflectance.space/p/spectral-reflectance-newsletter-106
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Spectral Reflectance Newsletter #106
Weekly newsletter on Earth Observation
https://www.spectralreflectance.space/p/spectral-reflectance-newsletter-106
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