germanmandrini

Data scientist

Farmers Business NetworkUrbana, IL

Pinned Repositories

APSIM710
APSIM
Language:C#30 16 2.1k47
apsim_illinois
Codes to run multiple APSIM simulations on Illinois-US
Language:R3 1 04
APSIMClassic
APSIM
Language:C#0 0 00
barley_yield_prediction
Sample project predicting yield for barley in Germany, using weather annual aggregated variables
Language:HTML1 1 00
brazil_yield_forecast
In-season analysis and forecast of soybean crop development for Mato Grosso, Brazil
Language:Python1 1 00
grid_data
Code to create process spatial data into a 5x5 km grid for the continental US. The data includes weather, soil, and land-use
Language:R0 1 03
n_policy
Code for N policy paper
Language:Jupyter Notebook0 1 01
trial_characterization
Repository for crop trials envirotyping. It takes a csv with lat and long and plantings dates of several trials. Downloads weather and soil data and runs APSIM. Returns meaningful variables aggregated by crop stages
Language:R0 1 04

germanmandrini/apsim_illinois
Codes to run multiple APSIM simulations on Illinois-US
Language:R3 1 04
germanmandrini/barley_yield_prediction
Sample project predicting yield for barley in Germany, using weather annual aggregated variables
Language:HTML1 1 00
germanmandrini/brazil_yield_forecast
In-season analysis and forecast of soybean crop development for Mato Grosso, Brazil
Language:Python1 1 00
germanmandrini/APSIMClassic
APSIM
Language:C#0 0 00
germanmandrini/grid_data
Code to create process spatial data into a 5x5 km grid for the continental US. The data includes weather, soil, and land-use
Language:R0 1 03
germanmandrini/n_policy
Code for N policy paper
Language:Jupyter Notebook0 1 01
germanmandrini/trial_characterization
Repository for crop trials envirotyping. It takes a csv with lat and long and plantings dates of several trials. Downloads weather and soil data and runs APSIM. Returns meaningful variables aggregated by crop stages
Language:R0 1 04