Comments (3)
Hi @GIS243 , thanks for showing interest in our work!
Getting pop_sum
requires the HRSL data as well as nightlights.csv
. Just like the VIIRS data, the HRSL data is also in an image format.
Recall that nightlights.csv
has:
- longitude
- latitude
- nighttime light intensity
In order to get pop_sum
, you need to:
- Open
nightlights.csv
in QGIS. - Open the HRSL data in QGIS.
- Go to
Plugins > Analyses > Point Sampling Tool
and usenightlights.csv
layer as "Layer containing sampling points" and then and Band 1 of the HRSL data as "Layers with fields/bands to get values from". Go to the "Fields" tab and rename Band 1 aspop_sum
. Go back to the "General" tab and save the "Output point vector layer" as a CSV.
Now, this should give something similar to nightlights.csv
.
from ph-poverty-mapping.
Hi @GIS243 , I saw your message in my inbox and I'd like to share it here so that other people can benefit as well.
Hi @ardieorden
Thanks for the reply.
I have another question regarding the DHS data file PHHR70DT/PHHR70FL.DTA mentioned in the code. As this dataset has one record for each household. So there are many education completed in single years variables. Which particular variable you are taking , are you taking the average of the varialbes.
As far as I remember, we took the "education completed" variables per household for all households.
from ph-poverty-mapping.
Hi! Closing this issue as ill be archiving this repository. To see our new poverty mapping project checkout https://github.com/thinkingmachines/unicef-ai4d-poverty-mapping
from ph-poverty-mapping.
Related Issues (17)
- Add project scaffold
- Update README
- Add instructions and scripts for downloading and pre-processing DHS dataset HOT 3
- Add nighttime lights data, feature embeddings (csv format) to data directory HOT 9
- Add Philippine shapefile to data directory
- Fix nested cross validation script
- Issue on 02_lights_eda.ipynb HOT 2
- Regarding 03_lights_model HOT 1
- Transformation of VIIRS DNB data to .csv file ('nightlights.csv') HOT 17
- PHHR70DT/PHHR70FL.DTA no longner exists HOT 1
- boundaries CSV files HOT 4
- 00_dhs_prep.ipynb Code error HOT 3
- dhs csv data HOT 2
- Hardware and Software Requirements HOT 2
- Best Model HOT 2
- dhs_regions HOT 6
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from ph-poverty-mapping.