drought-monitorCalculate SPI (Standardized Precipitation Index) and SPEI (Standardized Precipitation Evapotranspiration Index) from NASA POWER API data for drought monitoring. Supports multiple timescales (1-24 months), drought classification, and trend analysis.
Install via ClawdBot CLI:
clawdbot install ruiduobao/drought-monitorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://power.larc.nasa.gov/Audited Sep 9, 2026 · audit v1.0
Generated Sep 9, 2026
A farming cooperative uses the drought-monitor to calculate SPI values at various timescales for their region. By analyzing 3- and 6-month SPI trends, they advise member farmers on crop selection and irrigation scheduling, reducing drought-related losses.
A city's water department uses SPEI (which includes evapotranspiration) to monitor water balance in the reservoir watershed. Early warnings of extreme dry conditions trigger water use restrictions, ensuring sustainable supply during droughts.
Researchers at a university use historical SPI data to study drought patterns and trends in a specific country. The tool's trend analysis feature enables them to produce peer-reviewed publications on regional climate variability.
An agricultural insurance company offers index-based crop insurance. They use SPI values to objectively trigger payouts during severe droughts, reducing claim disputes and improving risk assessment.
An NGO operating in arid regions monitors SPI and SPEI to anticipate food shortages. They use the data to allocate resources and plan humanitarian aid, such as distributing drought-resistant seeds or emergency food supplies.
Offer drought monitoring as part of a platform that provides weather data, visualization, and alerts. Farmers and agribusinesses pay a monthly fee for access to actionable drought risk insights and recommendations, with tiered pricing based on the number of locations monitored.
Provide customized drought risk assessments and reports to municipalities, insurance companies, and large agribusinesses. The service includes SPI/SPEI calculations, trend analysis, and tailored recommendations, selling expertise and detailed analytics.
Process NASA POWER data and provide cleaned SPI/SPEI datasets or an API for developers and businesses to integrate into their own systems. Charge based on data volume or API calls, making drought metrics easily accessible for downstream applications.
💬 Integration Tip
Ensure your input data covers at least 20-30 years for reliable SPI/SPEI calculation. For real-time applications, schedule periodic runs to update the indices and feed results into dashboards or alerts.
Scored Sep 9, 2026
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