Agricultural Flash Drought Detection using Solar-Induced Fluorescence (SIF) and Soil Moisture Data

Start Date:
Sept. 24, 2026
End Date:
Sept. 29, 2026
Description:
Flash droughts are rapidly developing drought events that severely affect vegetation health, resulting in reduced crop yields and increased wildfire risk. Unlike long-term droughts, which develop gradually and can persist for multiple years, flash droughts emerge over a period of weeks and occur on subseasonal to seasonal timescale. Timely detection is essential for effective monitoring and response. This intermediate training focuses on the use of solar-induced fluorescence (SIF) observations from satellites to detect the early vegetation stress associated with flash droughts and to assess their impacts on natural and managed ecosystems. Participants will learn how SIF measurements from the Orbiting Carbon Observatory-2 (OCO-2) provide insights on changes in photosynthetic activity, enabling the early detection of vegetation stress before visible changes occur. Because vegetation responses are closely linked to water availability, the training also incorporates soil moisture observations from the Soil Moisture Active Passive (SMAP) mission. This additional dataset helps characterize land surface moisture conditions to improve flash drought detection. Together, SIF and soil moisture observations provide a powerful framework for monitoring the onset and evolution of flash droughts, and they can offer skillful predictions of flash drought with multiple weeks of lead time compared to conventional meteorological and hydrological drought indicators. The methodology will be demonstrated through recent historic examples of flash droughts, while highlighting how the methodology can be adapted for flash drought monitoring across global regions.
Targeted Audience:
National and international water resources managers at local, state, and federal levels. Public and private water utilities, natural resources conservation organizations, and fisheries and aquaculture organizations. Academic faculty and students.
Expected Outcomes:
By the end of this training attendees will be able to: Identify the causes, risks, and consequences of flash droughts as compared to slowly-evolving droughts. Recognize how SIF data can be used for the detection and prediction of flash drought events. Compare the advantages and limitations of SIF, soil moisture, and meteorological data to detect the onset of flash drought. Synthesize Solar-Induced Fluorescence Rapid Change Index (SIF-RCI) time series data for a selected region using a provided Jupyter Notebook. Retrieve and manipulate SMAP Soil Moisture (SM) and land process model-based Soil Water Deficit Index (SWDI) time series, and compare with SIF-RCI time series data using a provided Jupyter Notebook. Compare the implications of different methods for flagging and identifying flash droughts in real-world scenarios.
Host:
NASA Applied Remote Sensing Training Program (ARSET)
Organizer:
NASA Applied Remote Sensing Training Program (ARSET)
Format/Training Type:
Webinar
Language:
English
Attendance:
Open
Application Deadline:
Sept. 24, 2026
Qualifications:
Prerequisites (or equivalent knowledge) of Fundamentals of Remote Sensing: https://www.earthdata.nasa.gov/learn/trainings/use-solar-induced-fluorescence-lidar-assess-vegetation-change-vulnerability

Use of Solar-Induced Fluorescence and LIDAR to Assess Vegetation Change and Vulnerability: https://www.earthdata.nasa.gov/learn/trainings/use-solar-induced-fluorescence-lidar-assess-vegetation-change-vulnerability

Solar Induced Fluorescence (SIF) Observations for Assessing Vegetation Changes Related to Floods, Drought, and Fire Impacts: https://www.earthdata.nasa.gov/learn/trainings/solar-induced-fluorescence-sif-observations-assessing-vegetation-changes-related
Contact Name:
Brock Blevins
Contact Email:
brock.blevins@nasa.gov
Link:
https://www.earthdata.nasa.gov/learn/trainings/agricultural-flash-drought-detection-using-solar-induced-fluorescence-sif-soil
Thematic Area:
Agriculture & Food Security
Share this event: