Map of slums in Bengaluru. Disclaimer - " The slum data represented on this map is a representation using the data available in the research paper titled - "Identifying a Slums’ Degree of Deprivation from VHR Images Using Convolutional Neural Networks". The data uploaded provides an approximate location and not the exact boundary. For more details refer to https://www.mdpi.com/2072-4292/11/11/1282"

Maps of telemetric weather stations, rain gauges and Weather logging stations in Karnataka

List of AWS in Bengaluru Urban and Rural Districts

Lokayuktha report on corruption in road contracts in Bengaluru. More details: https://www.thenewsminute.com/article/how-kickback-bengaluru-road-contracts-work-step-step-guide-168358

Annual rainfall data for Karnataka. Distributed along Districts, Taluks and Hoblis. Data is available for 2020 and 2021.

Ground water depth in Bengaluru

KSNDMC data for Bengaluru rainfall at Taluk and Hobli levels for the years from 2017 to 2023. Data includes split across Taluk and Hobli levels 2020 onwards. At Taluk level (excluding Yelahanka) for 2017-2019. Rainfall data split along Pre-monsoon, Southwest Monsoon and Northeast Monsoon.

Reports, documents and data from Karnataka Urban Infrastructure Development and Finance Corporation (http://www.kuidfc.com) Includes: Comprehensive Traffic and Transportation Plan for Bengaluru, 2011 Karnataka Urban Water Supply Modernization Project - Resettlement Policy And Framework, 2014

Study of Anganwadis in 5 districts of Karnataka is a study by the following organisations: ESP Vijayapura Unit headed by Teyol Machado SJ 1. Center for Non-Formal Education, Vijayapura 2. Nava Sannidhya, Vijayapura 3. Sangama CIRD, Sindagi 4. Nirmalalaya, Almel 5. JMJ, Devara Hipparagi 6. Deepalaya, Indi 7. Sevasadan, Muddebihal 8. Snehasadan, Kanakal ESP Mundgod Unit headed by Jerald D Souza SJ 9. Loyola Vikas Kendra, Mundgod 10. Loyola Vikas Kendera, Hangal 11. Jyothi, Mundgod 12. Roshni, Hangal 13. Holy Cross, Mainalli ESP Manvi Unit headed by Don Prem Lobo SJ 14. Loyola Center for Social Action, Manvi 15. Vimukthi Charitable Trust, Pothnal 16. Janodaya, Manvi 17. CIRW, Anekal