weather

Weather variables obtained from NASA's Prediction of Worldwide Energy
Resource (<a href="https://power.larc.nasa.gov/">https://power.larc.nasa.gov/</a>) for the 591 environments in
the historical series analyzed by Krause et al. (2022).

datasets

Data sets used by 'Krause et al. (2022)' <doi:10.1101/2022.04.11.487885>. It comprises phenotypic records obtained from the USDA Northern Region Uniform Soybean Tests from 1989 to 2019 for maturity groups II and III. In addition, soil and weather variables are provided for the 591 observed environments (combination of locations and years).

Matheus Dalsente Krause

SoyURT

USDA Northern Region Uniform Soybean Tests Dataset

William Dale Beavis

weather function

A data frame in messy format with 504 observations on the following 5 variables:<dl class="dl-horizontal">
<dt><code>location</code></dt><dd>locations, 63 levels (observed locations in the historical series)</dd>
<dt><code>LON</code></dt><dd>longitude</dd>
<dt><code>LAT</code></dt><dd>latitude</dd>
<dt><code>DOY</code></dt><dd>day of the year</dd>
<dt><code>YYYYMMDD</code></dt><dd>calendar date in the format YYYY/MM/DD</dd>
<dt><code>daysFromStart</code></dt><dd>days from average planting date</dd>
<dt><code>T2M</code></dt><dd>daily average temperature at 2 meters</dd>
<dt><code>T2M_MAX</code></dt><dd>daily maximum temperature at 2 meters</dd>
<dt><code>T2M_MIN</code></dt><dd>daily minimum average temperature at 2 meters</dd>
<dt><code>PRECTOT</code></dt><dd>rainfall precipitation</dd>
<dt><code>WS2M</code></dt><dd>wind speed at 2 meters</dd>
<dt><code>RH2M</code></dt><dd>relative humidity at 2 meters</dd>
<dt><code>T2MDEW</code></dt><dd>dew point at 2 meters</dd>
<dt><code>ALLSKY_SFC_LW_DWN</code></dt><dd>downward thermal infrared (longwave) radiative flux</dd>
<dt><code>ALLSKY_SFC_SW_DWN</code></dt><dd>insolation incident on a horizontal surface</dd>
<dt><code>n</code></dt><dd>duration of sunshine in hours</dd>
<dt><code>VPD</code></dt><dd>the deficit of vapor pressure</dd>
<dt><code>SPV</code></dt><dd>the slope of saturation vapor pressure curve</dd>
<dt><code>ETP</code></dt><dd>evapotranspiration</dd>
<dt><code>PETP</code></dt><dd>deficit of evapotranspiration</dd>
<dt><code>GDD</code></dt><dd>growing degree-days</dd>
<dt><code>FRUE</code></dt><dd>effect of temperature on radiation use efficiency</dd>
<dt><code>T2M_RANGE</code></dt><dd>daily temperature range at 2 meters</dd>
<dt><code>PTT</code></dt><dd>photothermal time (GDD \(\times\) daylight in hours)</dd>
<dt><code>PTR</code></dt><dd>photothermal ratio (GDD / daylight in hours)</dd>
</dl>

Format

Weather variables obtained from NASA's Prediction of Worldwide Energy
Resource (<a href='https://power.larc.nasa.gov/'>https://power.larc.nasa.gov/</a>) for the 591 environments in
the historical series analyzed by Krause et al. (2022).

Weather variables — weather

A data frame in messy format with 504 observations on the following 5 variables:<dl class='dl-horizontal'>
<dt><code>location</code></dt><dd>locations, 63 levels (observed locations in the historical series)</dd>
<dt><code>LON</code></dt><dd>longitude</dd>
<dt><code>LAT</code></dt><dd>latitude</dd>
<dt><code>DOY</code></dt><dd>day of the year</dd>
<dt><code>YYYYMMDD</code></dt><dd>calendar date in the format YYYY/MM/DD</dd>
<dt><code>daysFromStart</code></dt><dd>days from average planting date</dd>
<dt><code>T2M</code></dt><dd>daily average temperature at 2 meters</dd>
<dt><code>T2M_MAX</code></dt><dd>daily maximum temperature at 2 meters</dd>
<dt><code>T2M_MIN</code></dt><dd>daily minimum average temperature at 2 meters</dd>
<dt><code>PRECTOT</code></dt><dd>rainfall precipitation</dd>
<dt><code>WS2M</code></dt><dd>wind speed at 2 meters</dd>
<dt><code>RH2M</code></dt><dd>relative humidity at 2 meters</dd>
<dt><code>T2MDEW</code></dt><dd>dew point at 2 meters</dd>
<dt><code>ALLSKY_SFC_LW_DWN</code></dt><dd>downward thermal infrared (longwave) radiative flux</dd>
<dt><code>ALLSKY_SFC_SW_DWN</code></dt><dd>insolation incident on a horizontal surface</dd>
<dt><code>n</code></dt><dd>duration of sunshine in hours</dd>
<dt><code>VPD</code></dt><dd>the deficit of vapor pressure</dd>
<dt><code>SPV</code></dt><dd>the slope of saturation vapor pressure curve</dd>
<dt><code>ETP</code></dt><dd>evapotranspiration</dd>
<dt><code>PETP</code></dt><dd>deficit of evapotranspiration</dd>
<dt><code>GDD</code></dt><dd>growing degree-days</dd>
<dt><code>FRUE</code></dt><dd>effect of temperature on radiation use efficiency</dd>
<dt><code>T2M_RANGE</code></dt><dd>daily temperature range at 2 meters</dd>
<dt><code>PTT</code></dt><dd>photothermal time (GDD \(\times\) daylight in hours)</dd>
<dt><code>PTR</code></dt><dd>photothermal ratio (GDD / daylight in hours)</dd>
</dl>

weather: Weather variables

Description

Usage

Arguments

Format