Agricultural Shock Monitoring Using Remote Sensing and Machine Learning for Real-Time Disaster Impact Assessment (ADB-60190-001)

Regions
  • East Asia and Pacific
Geographic location where the impacts of the investment may be experienced.
Countries
  • Philippines
  • Vietnam
Geographic location where the impacts of the investment may be experienced.
Specific Location
Regional
Whenever identified, the area within countries where the impacts of the investment may be experienced. Exact locations of projects may not be identified fully or at all in project documents. Please review updated project documents and community-led assessments.
Financial Institutions
  • Asian Development Bank (ADB)
International, regional and national development finance institutions. Many of these banks have a public interest mission, such as poverty reduction.
Project Status
Proposed
Stage of the project cycle. Stages vary by development bank and can include: pending, approval, implementation, and closed or completed.
Bank Risk Rating
U
Environmental and social categorization assessed by the development bank as a measure of the planned project’s environmental and social impacts. A higher risk rating may require more due diligence to limit or avoid harm to people and the environment. For example, "A" or "B" are risk categories where "A" represents the highest amount of risk. Results will include projects that specifically recorded a rating, all other projects are marked ‘U’ for "Undisclosed."
Sectors
  • Agriculture and Forestry
  • Technical Cooperation
The service or industry focus of the investment. A project can have several sectors.
Investment Type(s)
Advisory Services
The categories of the bank investment: loan, grant, guarantee, technical assistance, advisory services, equity and fund.
Investment Amount (USD)
Not Disclosed
Value listed on project documents at time of disclosure. If necessary, this amount is converted to USD ($) on the date of disclosure. Please review updated project documents for more information.
Bank Documents
Primary Source

Original disclosure @ ADB website

Updated in EWS Aug 6, 2026

Disclosed by Bank Jul 10, 2026

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Project Description
If provided by the financial institution, the Early Warning System Team writes a short summary describing the purported development objective of the project and project components. Review the complete project documentation for a detailed description.

According to bank's website, the proposed technical assistance aims to addresses critical analytical and institutional gaps by developing a next-generation artificial intelligence (AI)- and satellite-based agricultural risk analytics platform. The platform will integrate hazard, exposure, and vulnerability layers using advanced earth observation (EO) data, AI and machine-learning (ML) models, and a Digital Twin environment to visualize impacts and simulate adaptation scenarios. It will generate high-resolution crop type, crop growth-stage, and yield maps core inputs required to estimate agricultural exposure, quantify yield losses, and evaluate recovery trajectories for both preparedness and post-disaster response applications.

The proposed work will be piloted in the Philippines and VietNam where countries facing significant climate and disaster risks in agriculturewhile retaining flexibility to adjust pilot locations depending on data availability, institutional readiness, and implementation feasibility.

Investment Description
Here you can find a list of individual development financial institutions that finance the project.

Contact Information
This section aims to support the local communities and local CSO to get to know which stakeholders are involved in a project with their roles and responsibilities. If available, there may be a complaint office for the respective bank which operates independently to receive and determine violations in policy and practice. Independent Accountability Mechanisms receive and respond to complaints. Most Independent Accountability Mechanisms offer two functions for addressing complaints: dispute resolution and compliance review.

No contacts available at the time of disclosure. 

ACCESS TO INFORMATION

You can submit an information request for project information at: https://www.adb.org/forms/request-information-form

ADB has a two-stage appeals process for requesters who believe that ADB has denied their request for information in violation of its Access to Information Policy. You can learn more about filing an appeal at: https://www.adb.org/site/disclosure/appeals

ACCOUNTABILITY MECHANISM OF ADB

The Accountability Mechanism is an independent complaint mechanism and fact-finding body for people who believe they are likely to be, or have been, adversely affected by an Asian Development Bank-financed project. If you submit a complaint to the Accountability Mechanism, they may investigate to assess whether the Asian Development Bank is following its own policies and procedures for preventing harm to people or the environment. You can learn more about the Accountability Mechanism and how to file a complaint at: http://www.adb.org/site/accountability-mechanism/main.

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How it works