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Use pre-trained labels to extract flood extents on known dates
#59
nlebovits
opened
2 months ago
0
switch to predict med value fo top 5 hottest obsvs
#58
nlebovits
closed
3 months ago
0
Consider combining DL with pytorch + lighting AI at some point
#57
nlebovits
opened
3 months ago
0
Add pretty_errors python library
#56
nlebovits
closed
3 months ago
0
Export intermediate data to GCP to get around memory issues in heat script
#55
nlebovits
closed
3 months ago
0
Revisit flood labeling
#54
nlebovits
opened
3 months ago
1
Reorg repo to have one venv
#53
nlebovits
closed
3 months ago
0
Containerize workflow
#52
nlebovits
opened
4 months ago
0
Two levels of stratified sampling?
#51
nlebovits
opened
4 months ago
1
Create drought module
#50
nlebovits
opened
4 months ago
1
Build a stripped-down model of only GPM, land cover, and labels for flooding
#49
nlebovits
closed
3 months ago
1
Update LST and emissivity calculations to be more precise
#48
nlebovits
closed
4 months ago
1
Create basic EE UI to display data interactively
#47
nlebovits
opened
4 months ago
1
chunk exports of training data
#46
nlebovits
closed
4 months ago
1
chunk exports of training data
#45
nlebovits
closed
4 months ago
0
parallelize exports of flood prob by chunking it; get new DEM and pre…
#44
nlebovits
closed
4 months ago
0
Standardize scale across project
#43
nlebovits
opened
4 months ago
0
optimize exports and task monitoring to better handle large datasets …
#42
nlebovits
closed
4 months ago
0
Refine flood area mapping (or at least check it)
#41
nlebovits
opened
4 months ago
1
add past year's max precip data via CIMP6 (can also be extended to project into future)
#40
nlebovits
closed
4 months ago
0
Add writeup clarifying approach very specifically -- put in README
#39
nlebovits
closed
4 months ago
0
Validate against foundational research
#38
nlebovits
opened
4 months ago
1
Cross-reference to Fathom's flood mapping validation processes
#37
nlebovits
closed
4 months ago
0
Update social vulnerability index
#36
nlebovits
closed
4 months ago
1
Track validation data when running script
#35
nlebovits
closed
4 months ago
1
Train a generalizable model on range of data, evaluate
#34
nlebovits
opened
4 months ago
1
Add climate data
#33
nlebovits
closed
4 months ago
1
Parallelize operations with Apache Beam
#32
nlebovits
opened
4 months ago
3
Consider adding local climate zones
#31
nlebovits
closed
4 months ago
1
minor changes
#30
nlebovits
closed
4 months ago
0
add fns to calculate exposure and vulnerability from gridded pop and human development index data
#29
nlebovits
closed
4 months ago
1
Update dataset creation to use GHSL data from dat closest to flood
#28
nlebovits
closed
3 months ago
1
Update geoboundaries workflow to just use directly from ee
#27
nlebovits
closed
4 months ago
1
Lebovits add geoboundaries and emdat
#26
nlebovits
closed
4 months ago
0
get model running for all of argentina
#25
nlebovits
closed
4 months ago
0
Optimize rf training + export for large datasets
#24
nlebovits
closed
4 months ago
0
convert script to function that can be looped over multiple AOIs
#23
nlebovits
closed
4 months ago
0
delete deprecated files
#22
nlebovits
closed
4 months ago
0
Lebovits model training
#21
nlebovits
closed
4 months ago
0
get one model trained on all images in image collection
#20
nlebovits
closed
4 months ago
0
Add validation step
#19
nlebovits
closed
4 months ago
1
update readme with research, setup with pyenv
#18
nlebovits
closed
4 months ago
0
scraping sea level and sea level rise projection data for GLOSS buoys
#17
olivegardener
closed
3 months ago
1
Add pyenv installation to SETUP.md
#16
nlebovits
closed
4 months ago
2
Cross reference known flood dates with EMDAT database
#15
nlebovits
closed
4 months ago
1
Add research flooding README
#14
nlebovits
closed
4 months ago
1
get basic RF classifier running on images from cloud
#13
nlebovits
closed
4 months ago
0
Lebovits create utils
#12
nlebovits
closed
5 months ago
0
Lebovits create utils
#11
nlebovits
closed
5 months ago
0
flesh out setup
#10
nlebovits
closed
5 months ago
0
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