Discover and read the best of Twitter Threads about #Nitrate

Most recents (1)

🚨 New Pub 🚨
How can we design robust sensor networks? How do we assess the future value of data BEFORE we invest in several years of observations? Tyler Balson & I explore this in a new pub @HydroProcesses. a 🧵

#MachineLearning #Hydrology

doi.org/10.1002/hyp.14…
Motivation: To improve a forecast (e.g., 1-day forecast of in-stream #nitrate in the Wabash River Basin), where do we put a sensor? To benefit whom?

Does a sensor to improve city A forecast also help City B? Can we leverage for network-scale benefits? Is there an optimal?
First problem: How to assess the value of data you don't have? We used Agro-IBIS to generate a synthetic data set. We proceed to analyze these model outputs at locations of current and potential sensors.
H/T to @Chris_Kucharik my AgroIBIS mentor
Read 15 tweets

Related hashtags

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3.00/month or $30.00/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!