publications

 

peer-reviewed papers

2024

  1. IEEE
    A machine-learning pipeline for merging and georeferencing very large archives of historical aerial photographs
    Eugenio Noda, Luna Yue Huang, Trinetta Chong, and 5 more authors
    2024 IEEE International Conference on Big Data, 2024

2021

  1. RS
    Understanding the requirements for surveys to support satellite-based crop type mapping: Evidence from sub-Saharan Africa
    George Azzari, Shruti Jain, Graham Jeffries, and 2 more authors
    Remote Sensing, 2021

 

working papers

2025

  1. WP
    Quantifying the Environmental Footprint of Packaged Foods at Scale: A Multi-Country Analysis Using Machine Learning and Life Cycle Assessment
    Shruti Jain, and Michael Clark
    2025

2024

  1. WP
    Mapping Global Cereal Flow at Subnational Scales Unveils Key Insights for Food Systems Resilience
    Shruti Jain
    2024

2023

  1. WP
    How Can Large-Scale Surveys Meet Training Data Requirements for Satellite-Based Crop Type Mapping? Cross-Country Evidence from Sub-Saharan Africa
    Shruti Jain, Talip Kilic, Abera Muhamed, and 3 more authors
    2023
  2. WP
    Satellite-Based Crop Yield Mapping in Malawi and Mali using Large-Scale Surveys
    Shruti Jain, Talip Kilic, Siobhan Murray, and 3 more authors
    2023

2018

  1. RG
    A Novel Approach to Measuring Deforestation using Historical Aerial Photographs
    Shruti Jain
    2018

 

datasets

2021

  1. WB DDH
    High-Resolution Crop And Maize Area Mapping For Malawi
    George Azzari, Shruti Jain, Graham Jeffries, and 2 more authors
    2021
  2. WB DDH
    High-Resolution Crop And Maize Area Mapping For Ethiopia
    George Azzari, Shruti Jain, Graham Jeffries, and 2 more authors
    2021

 

conference proceedings

2024

  1. RGS
    Mapping Global Cereal Flow at Subnational Scales Unveils Key Insights for Food Systems Resilience
    Shruti Jain
    In Royal Geographical Society Annual International Conference, 2024
  2. ICAE
    How Can Large-Scale Surveys Meet Training Data Requirements for Satellite-Based Crop Type Mapping? Cross-Country Evidence from Sub-Saharan Africa
    Shruti Jain, Talip Kilic, Abera Muhamed, and 2 more authors
    In International Conference of Agricultural Economists, 2024
  3. EOS
    Mapping Global Cereal Flow at Subnational Scales Unveils Key Insights for Food Systems Resilience
    Shruti Jain
    In Economics of Sustainability Workshop, 2024
  4. LEAP
    Mapping Global Cereal Flow at Subnational Scales Unveils Key Insights for Food Systems Resilience
    Shruti Jain
    In Livestock, Environment and People Conference, 2024

2023

  1. EAAE
    How Can Large-Scale Surveys Meet Training Data Requirements for Satellite-Based Crop Type Mapping? Cross-Country Evidence from Sub-Saharan Africa
    Shruti Jain, Talip Kilic, Abera Muhamed, and 2 more authors
    In European Association of Agricultural Economists congress, 2023
  2. ESRA
    How Can Large-Scale Surveys Meet Training Data Requirements for Satellite-Based Crop Type Mapping? Cross-Country Evidence from Sub-Saharan Africa
    Shruti Jain, Talip Kilic, Abera Muhamed, and 2 more authors
    In European Survey Research Association conference, 2023

2021

  1. DDP
    Using remote sensing with LSMS surveys to map maize area and yield in Sub-Saharan Africa
    Karen Byrnes, Shruti Jain, Talip Kilic, and 1 more author
    In The World Bank Development Data Partnership, 2021
  2. CEGA
    How can AI and satellite imagery help provide swift, granular datasets in areas without speedy or up-to-date data collection?
    Karen Byrnes, Deven Desai, and Shruti Jain
    In CEGA Measuring Development, 2021