Moving relief before the disaster (research idea)

Moving relief before the disaster

Humanitarian logistics is an active topic in operations research, and climate shocks a rising one in economics. Aid agencies now release money and move supplies when a forecast crosses a threshold, before a flood or drought hits. Only 11 of 103 recent humanitarian-logistics papers carry a forecast, early-warning or climate keyword. When does acting early pay off?

What prompted this

Since October 2025, 103 papers carry a humanitarian-logistics, disaster-relief, emergency-logistics or relief keyword (48 in operations research journals). Only 11 of them carry a forecast, anticipatory, early-warning, climate or pre-positioning keyword. "Climate shocks" appears on 44 papers, 32 of them in economics.

Questions

Given how good the forecasts are, at what probability of a flood or drought should supplies be moved, and how much is lost to false alarms?
Does acting early reduce deaths, distress sales of assets and hunger more than the same money spent after the disaster?
Where should warehouses be when forecasts are unsure where the shock will land?

Data that could help

Archived forecasts and outcomes (for example river-flood forecasts and rainfall records), aid agencies' data on early actions, and household surveys after disasters.

Next step

Build a two-stage stochastic model that moves supplies according to archived flood forecasts for one river basin, and compare it with responding after the flood.

Related research activity

The keywords this note follows, in the tracked finance, accounting, economics, management, operations research and AI journals as of 2026-10-26
Keyword	Papers, last 30 days	Rank	Papers, last 36 months
humanitarian logistics	4	#525	45
emergency logistics	1	#2881	32
disaster relief	0	–	28

@misc{scholar4ai-ideas-moving-relief-before-the-disaster, author = {{Scholar4AI}}, title = {Moving relief before the disaster}, year = {2026}, howpublished = {\url{https://scholar4ai.com/ideas/moving-relief-before-the-disaster}}, urldate = {2026-10-23}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} }