RODEO II: SUB-SEASONAL CLIMATE FORECASTING
CLOSING THE GAP ON SUB-SEASONAL
Welcome to the Forecasting Rodeo 2 Challenge Series!
We are excited to be working with the US Bureau of Reclamation and National Oceanic and Atmospheric Administration (NOAA) on this Rodeo II Challenge series! This series will have more than $800,000 in prize money available over the next year.
These four marathon matches are all part of our Rodeo II Hind Cast Challenge: training weather predictions models on historical data. Each challenge will have its own leaderboard, but they are all connected by a single chat forum. You can create a single solution for each challenge, or create apply the same solution to multiple - it’s all up to you!
Kick Off Video
We kicked off the Rodeo 2 Challenge Series on July 19th. Join Nick, Dan, and the Reclamation Team as they provide more insight about why they are launching this series, what to expect, and more!
Why This Matters
Water managers need more skillful information on weather and climate conditions in order to help efficiently utilize water resources to reduce the impact of hydrologic regimes. Examples of hydrologic regimes include the onset of drought or a wet weather extremes from high levels of precipitation. Lacking skillful sub-seasonal information limits water managers’ ability to prepare for shifts in hydrologic regimes and can pose major threats to their ability to manage the valuable resource.
The challenge of sub-seasonal forecasting is that it encompasses the time frame where initial state information (e.g., coupled land-atmosphere processes) becomes less important, and slowly varying long term states (e.g., sea surface temperatures, soil moisture, snow pack) become more important to prediction skill. Additionally, this information is needed 15 days to 45 days ahead of time, or even longer.
The Rodeo II Challenge series will create algorithms to enhance sub-seasonal forecasting, reducing risks to our water systems, and helping water managers efficiently manage hydrological regimes.
Challenges and Prizes
This challenge series will first have four traditional marathon match challenges to establish predictive algorithms on historical weather data, and then recurring data science challenges over the next full year to refine those solutions on live weather data.
The first challenges kick off July 19th, 2019.
Each of the four concurrent marathon matches will have the prize structure with 10 placements. To be eligible for these prizes, contestants shall score higher than marathontester1's score on the leaderboards. In addition, if any of the top ten placements are new submitters*, they will earn an additional $100 bonus!
Newbie Bonus - First 20 new submitters who score higher than MarathonTester3's score on the leaderboards will earn a $25 bonus.
*A new submitter is someone who has never submitted to a Topcoder Marathon Match and who registered for Topcoder as a new member on or after June 27, 2019.
You need to be a Topcoder member to participate in this series.
Register For Topcoder
Challenge Series Schedule
|Promotion of Series||6/27/2019 - 7/19/2019|
|Submission||7/19/2019 - 8/22/2019|
|Data Science Sprints||Fall 2019 - Fall 2020|
Frequently Asked Questions
Still have some questions about how to continue with these challenges? No problem, many others probably had the same question as you do.