Katie Awty-Carroll

Data Scientist

[The Alan Turing Institute @turinginst]

📅 Save the date: #AIUK 2024 🎉

The UK’s national showcase of #DataScience & AI is back on 19-20 March 2024!
Join us for an immersive exploration of real-world #AI impact, engaging with dynamic speakers, cutting-edge demos & thought-provoking discussions: https://t.co/A9MbC60MkO

[Mo Sarwat @MoSarwat]

Ever struggled using @PyTorch to train deep learning on Geospatial data? Say no more. We developed a system (GeoTorch) that makes spatiotemporal deep learning in PyTorch a cakewalk👇🏽

https://t.co/qfdKTwXqKV

#geospatial #DeepLearning #ArtificialIntelligence #DataScience

[Robin Cole @robmarkcole]

New discovery: Earthformer: exploring space-time transformers for earth system forecasting
Paper:https://t.co/Jszs1U8c4J
Code: https://t.co/a7qlLbbptU

[Remote Sensing MDPI @RemoteSens_MDPI]

#MostCited #remotesensing
The Potential of the Least-Squares Spectral and Cross-Wavelet Analyses for Near-Real-Time Disturbance Detection within Unequally Spaced #Satellite Image Time Series
by Ebrahim Ghaderpour and Tijana Vujadinovic
https://t.co/hrkS6hZosW

[Robin Cole @robmarkcole]

New discovery: An attention-based U-Net for detecting deforestation within satellite sensor imagery
Paper:https://t.co/emBM95TjfS
Code: https://t.co/tHAUPkjY66

[Zhe Zhu 🌎🛰️ @GERSLab]

The special issue on "Advancing deep learning for time series analysis" at RSE is looking for submissions. If you are using both deep learning and time series analysis in your analysis, please submit to this special issue by the end day of 10/31/2023. https://t.co/u4gxjfBFjo

[Plymouth Marine Lab @PlymouthMarine]

Plymouth Marine Laboratory’s Social Scientist Andrew Edwards-Jones has contributed to a paper on the human health and wellbeing benefits associated with #MangroveHabitats.

Access the full publication here: https://t.co/0B5qDp5aAK

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#Mangroves #BlueCarbon #ClimateChange

[Samuel "curry-howard fanboi" Ainsworth @SamuelAinsworth]

📜🚨📜🚨
NN loss landscapes are full of permutation symmetries, ie. swap any 2 units in a hidden layer. What does this mean for SGD? Is this practically useful?

For the past 5 yrs these Qs have fascinated me. Today, I am ready to announce "Git Re-Basin"!

https://t.co/mRu5k3ONUm

[Philip N Cohen @familyunequal]

Some personal news

[Geethen @Geethen1]

Introducing GEEML, a python package to download data from #EarthEngine quickly, easily, and directly to your local drive.

Package: https://t.co/kmlvivie9E
Example usuage: https://t.co/zjrBbyTOty

See 🧵for more

[Robin Cole @robmarkcole]

New discovery: Transformers in Remote Sensing: A Survey
Paper: https://t.co/ZCpwopEPEl
Code: https://t.co/3nWssO4MqX

[Robin Cole @robmarkcole]

New discovery: Deep Learning Segmentation of Satellite Imagery Identifies Aquatic Vegetation Associated with Snail Intermediate Hosts of Schistosomiasis in Senegal, Africa
Paper: https://t.co/x2sX7S3z1W
Code: https://t.co/czeW6o98Z4

[Aravind 🌍 🛰 @aravindEO]

For (European) students interested in learning about Earth observation and the fundamentals of remote sensing, @ESA_EO is organising a free, week-long workshop in December - travel & accommodation sponsored.

Apply before September 26 - details 👇

https://t.co/9unsmJ5iZW

[Richard Unsworth 🏴󠁧󠁢󠁷󠁬󠁳󠁿 @ZosteraR]

All UK seagrass areas mapped since 1998 collated into one dataset now published on Pangaea - this doesn't include point data or older data.

https://t.co/AswKwempbL

This endeavour by Danny Rice comes from the PhD work of @GreengrassSea

[Bindu Reddy @bindureddy]

Data science is tricky and nuanced... Avoid these common data fallacies

[GEDI @GEDI_Knights]

🚨 #GEDI launches a new era of #biomass inference from space!🚨

New paper now available in its final form at https://t.co/MFs9mcUPw2 @IOPPublishing @IOPenvironment

🌳pan-tropical and temperate biomass estimates
🛰️ mean biomass density estimates at 1 km resolution
...and more!

[Sophie Armitage @SophieArmitage_]

Had the amazing opportunity to share the project I have been working on during my placement year at @PlymouthMarine with @BBCSpotlight and @BBCDevon radio. You can view the story on iPlayer at https://t.co/C5vWPKKCCN, where we discuss our AI model used to detect macroplastics.

[Bindu Reddy @bindureddy]

At some level, all machine learning is glorified curve fitting.

Some popular curve fitting methods and the messages they send :)

[Justin Braaten @jstnbraaten]

Just in time for #Landsat50, the #EarthEngine data team has finished ingesting MSS Collection 2. With these data, all of #Landsat Collection 2 is available (MSS, TM, ETM+, OLI, OLI-2).
https://t.co/WqNXTSmJw8