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CivicDataLab / IDS-DRR-Assam

Intelligent Data Solution - Disaster Risk Reduction is a system to assist flood management in the state of Assam through data-driven ways. The repository contains codes to extract relevant datasets and the modelling approach used to calculate Risk Scores for each revenue circle in Assam.
GNU Affero General Public License v3.0
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IDS-DRR | Curating data from all sources #8

Closed d-saikrishna closed 8 months ago

d-saikrishna commented 1 year ago

Datasets Audit

Link to repo: Sources Wrote Script --> Data Reviewed --> Scripts Reviewed --> Data Archived (2017-2023/08) --> Pipeline Created

Source Variables Status updateFreq Timeline
BHUVAN Inundation percentage
Inundation intensity		 Data Archived Monthly July
SENTINEL NDVI
NDBI		 Data Archived Monthly July
TENDERS #10 @shreyaagrawal0809 Count, Sum Data Archived* Monthly August
NASADEM Elevation
Slope		 Data Archived One-Time August
IMD #11 @tauseefsshah Rainfall Data Archived* Monthly August-->September
GCN250 Surface runoff Data Archived One-Time September
BHARAT MAPS Health Centres per RC
Road length per RC
Rail length per RC		 Data Archived One-Time September
WORLDPOP Population counts
Sex Ratio
Aged Population
Young Population		 Data Archived Annual October
Mission Antyodaya 2020 #15 @tauseefsshah net_sown_area_hac
avg_domestic_electricity
avg_telephone
pct_piped_water
pct_no_sanitary_latrines		 Data Archived One-Time October
FRIMS #7 All damages variables - - Waiting for API from Velocity
NERDRR Proximity to embankment Data Archived One-Time September
WRIS Distance from rivers
Drainage density		 - - October
apoorv74 commented 1 year ago

@d-saikrishna - we need a plan for all data sources. will it be possible to add all the data sources here and assign timelines ?

d-saikrishna commented 1 year ago

@apoorv74 Please check. I've added all sources that are part of the model so far. We might add new sources as we progress.

d-saikrishna commented 1 year ago

Additional resources:

  1. Floods DataPathfinder NASA
  2. ClimateRiskAssessments_Part1.pdf
d-saikrishna commented 1 year ago

Updates - added to the table

  1. All sources except Mission Antyodaya completed
d-saikrishna commented 1 year ago

Mission Antyodaya 2020 completed

d-saikrishna commented 1 year ago

Should explore if a new source is needed for rainfall? https://indiawris.gov.in/wris/#/

d-saikrishna commented 11 months ago

Update after the MVP Presentation:

  1. New datasets were discussed for rainfall,
  2. ASDMA shared the revenue circle API - but it is an image layer. We asked for the vector layer. ASDMA has reservations in sharing that. We suggested that as per the new Geospatial policy, they can share vector layers.
  3. SEC MoM data was discussed again but without any clear actionable.