Earth from Space with Machine Learning. Global Environmental Change. Postdoc @NASAGoddard in #ML for Earth at Night using #BlackMarble.

Joined March 2021
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Srija Chakraborty retweeted
24 Feb 2023
Check out the February 2023 IADF Newsletter bringing highlights in image analysis and data fusion for remote sensing: 🔗tinyurl.com/4hpet7z7 Sign up for future newsletters and join the IEEE GRSS Technical Committee to stay updated👇 tinyurl.com/32jamhsu
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In our recent publication in Environmental Research Letters we developed a #machinelearning method for satellite-based gas flare detection using NASA's BlackMarble. High sensitivity of #nightlights enhanced weak flare detection compared to thermal bands👇 doi.org/10.1088/1748-9

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This can also be used to assess detection confidence for more transparent emission reporting and improve the spatio-temporal knowledge of combustion #fires #flares from daily, global satellite data.
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Srija Chakraborty retweeted
2 Feb 2023
Our January monthly digest features: - ML for night-time remote sensing with @csrijac - Explainable AI in companies with @scientist_katha and Chi Tai Dang - A new podcast "Everyday AI" with @Jon_Whittle_ - A report on federated learning from @ODIHQ
31 Jan 2023
AIhub monthly digest: January 2023 – low-resource language projects, Earth’s nightlights and a Lanfrica milestone - ift.tt/MLv1Kbh
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Thanks for the highlight and the opportunity to share my work @aihuborg !
11 Jan 2023
In our latest episode of #NewVoicesInAI, @csrijac tells us about her work applying machine learning techniques to nighttime remote sensing for measuring nightlights from a variety of natural and artificial sources.
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Srija Chakraborty retweeted
22 Nov 2022
GRSL special stream invites contributions on Explainable Machine Learning for Remote Sensing. For more details👇 🔗tinyurl.com/k9adfyab 🗓️Deadline: Dec 31, 2022
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Srija Chakraborty retweeted
19 Nov 2022
IADF Newsletter for November 2022 is out bringing highlights in image analysis and data fusion for remote sensing: 🔗tinyurl.com/4xsskt34 Sign up for future newsletters to stay updated👇 tinyurl.com/32jamhsu
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Srija Chakraborty retweeted
19 Nov 2022
📢IADF technical committee of IEEE GRSS invites contributions to the GRSL special stream on Machine Learning in Remote Sensing for Sustainable Development Goals. For more details👇 🔗tinyurl.com/mu7z6ked 🗓️ Deadline: Jan 15, 2023
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Srija Chakraborty retweeted
21 Sep 2022
IADF Newsletter for September 2022 is out bringing highlights in image analysis and data fusion for remote sensing: 🔗tinyurl.com/yc28tcef Sign up for future newsletters to stay updated👇 tinyurl.com/32jamhsu
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Srija Chakraborty retweeted
20 Sep 2022
📢Deadline to register for the IEEE GRSS First IADF Summer School on Computer Vision for Earth Observation is fast approaching! Visit the link below to apply: 🔗iadf-school.org 🗓️ Oct 3-7, 2022 ⚠️ Deadline: Sept 23, 2022
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Srija Chakraborty retweeted
13 Jun 2022
📢 A Special Stream on "Explainable #MachineLearning for #RemoteSensing" being hosted in IEEE Geoscience and Remote Sensing Letters is open for submission. ⚠️Deadline: Dec 31, 2022 🔗tinyurl.com/4zxrtj9f @IEEE_GRSS #XAI

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Srija Chakraborty retweeted
Only a few days left to submit your paper to EarthVision22 at @CVPR! Don't miss the deadline on March 16! More at grss-ieee.org/events/earthvi… @IEEE_GRSS @GrssIadf @RonnyHaensch @devistuia @JanDirkWegner1 @blesa_ux @jacobsn @MarikoBurgin @CharlottePlltr @FabPacifici
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Srija Chakraborty retweeted
📣Showcase your research to the community by participating in 🛰️" Hyperspectral Pan sharpening Challenge" in conjunction with the 12th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) 🗓️ :15 April 2022 📎:bit.ly/368xBU7 #grss
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Srija Chakraborty retweeted
16 Feb 2022
The Hyperspectral Pansharpening Challenge organized in conjunction with IEEE WHISPERS 2022 is open! Get your submissions in by April 15th. For more details visit the link below 👇 🔗ieee-whispers.com/hyperspect… @IEEE_GRSS @IeeeWhispers

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Srija Chakraborty retweeted
31 Jan 2022
The second (and last) IEEE JSTARS paper summarizing the Data Fusion Contest 2021 is out. Don't miss it! The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. 🔗ieeexplore.ieee.org/document…
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Srija Chakraborty retweeted
5 Jan 2022
We are pleased to announce that the IEEE GRSS Data Fusion Contest 2022 (DFC22) is live and running! See more at grss-ieee.org/community/tech… @IEEE_GRSS @SFBayAreaGRSS @GRSSTURKEY @MS_IEEE_GRSS @ieeegrssnsec @RonnyHaensch @blesa_ux @PerselloClaudio @AlexandreBoulch @javi_fcn
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Srija Chakraborty retweeted
24 Dec 2021
Don't miss one of the major events for #ComputerVision, #MachineLearning and #RemoteSensing, #EarthObservation!
EarthVision is accepted at @CVPR'22! We are looking forward to be there again! Stay tuned for more details. Until then: Happy holidays! @RonnyHaensch @devistuia @JanDirkWegner1 @blesa_ux @FabPacifici @MarikoBurgin @CharlottePlltr @captnloic @jacobsn @GrssIadf @IEEE_GRSS
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Results from the @IEEE_GRSS Data Fusion Contest 2021, on detecting settlements without electricity from multimodal #RemoteSensing data.
9 Dec 2021
The first of two IEEE JSTARS papers summarizing the Data Fusion Contest 2021 is out! The Outcome of the 2021 @IEEE_GRSS Data Fusion Contest - Track DSE: Detection of Settlements without electricity, towards #sustainabledevelopment using #remotesensing. 🔗ieeexplore.ieee.org/document…
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Srija Chakraborty retweeted
Ep2 of #DowntoEarthS2 is now up! Features geographer @pazjusticiavida of @cloud2street & talks about data presentation to combat #ClimateChange Listen: 📌Spotify spoti.fi/3CPjIow 📌Apple apple.co/3nPom1K 📌Podbeans bit.ly/3r6pOPa
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Srija Chakraborty retweeted
📢Join us for the #webinar on "#RemoteSensing and #Methane Emissions" to hear from experts across academia and industry that are working to monitor and mitigate #greenhouse gas emissions 🔗bit.ly/GRSS712 📆December 7, 2021 ⏰ 12: 00 PM
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