| Title: | Collection of spatial datasets |
|---|---|
| Description: | This packages provides spatial datasets in various format. They are used for demonstrating spatial operations and map creation using R spatial pacakges (e.g., sf, terra, tmap). |
| Authors: | Taro Mieno |
| Maintainer: | Taro Mieno <[email protected]> |
| License: | MIT + file LICENSE |
| Version: | 0.1.0 |
| Built: | 2024-10-25 06:02:31 UTC |
| Source: | https://github.com/tmieno2/r.spatial.workshop.datasets |
As-applied seed rate in 1000
as_applied_s_rateas_applied_s_rate
sf A data frame with 1,041 rows and 3 columns:
Seed rate in 1000
geometry
ID
privately obtained
Colorado county boundary as an sf object
co_countiesco_counties
'sf' An sf with 2 rows and 1 columns:
State FIP
County FIP
County name
geometry
<https://www2.census.gov/geo/pdfs/maps-data/data/tiger/tgrshp2019/TGRSHP2019_TechDoc.pdf>
Corn harvested acres in Nebraska
corn_acres_necorn_acres_ne
'sf' An sf with 6205 rows and 4 columns:
year
County FIP
harvested corn acres
geometry
<https://www.nass.usda.gov/Quick_Stats/>
Corn yield from yield monitor
corn_yieldcorn_yield
sf An sf object with 3830 rows and 2 columns:
geometry
corn yield
privately obtained
Corn and soybean yield by county for a few states.
county_yieldcounty_yield
tibble A tibble object with 1956 rows and 10 columns:
corn yield
soybean yield
year
state name
drought intensity indicator: category 0
drought intensity indicator: category 1
drought intensity indicator: category 2
drought intensity indicator: category 3
drought intensity indicator: category 4
geometry
privately obtained
Fairway plot polygons saved as an sf object
fairway_gridfairway_grid
'sf' An sf with 42 rows and 2 columns:
grid ID
geometry
privately obtained
High-Plains Aquifer boundary polygon data saved as an sf object
hp_boundaryhp_boundary
'sf' An sf with 2 rows and 1 columns:
geometry
<https://www.sciencebase.gov/catalog/item/6314061bd34e36012efa397b>
Hydrologic units that covers Iowa
huc_iahuc_ia
sf A data frame with 29 rows and 2 columns:
HUC ID
geometry
<"https://www.sciencebase.gov/catalog/item/631405c4d34e36012efa315f">
Fake nitrogen use by county in Iowa
ia_nitrogenia_nitrogen
sf An sf with 99 rows and 3 columns:
County FIPS number
geometry
Nitrogen rate (lb/acre)
USDA NASS
Lines
lineslines
sf A data frame with 2 rows and 2 columns:
geometry
name of the line
generated using R
Mower sensor data
mower_sensormower_sensor
'data.frame' A data frame with 420 rows and 3 columns:
Longitude
Latitude
Elevation
privately obtained
NDRE values
NDRENDRE
stars A stars object with 2 dimensions and 1 attribute:
privately obtained
Nebraska county boundary as an sf object
ne_countiesne_counties
'sf' An sf with 2 rows and 1 columns:
State FIP
County FIP
County name
geometry
<https://www2.census.gov/geo/pdfs/maps-data/data/tiger/tgrshp2019/TGRSHP2019_TechDoc.pdf>
Near-Infrared Red from drone
NIRNIR
stars A stars object with 2 dimensions and 1 attribute:
NIR
privately obtained
Points
pointspoints
sf An sf with 3 rows and 2 columns:
geometry
name of the point
generated using R
Polygons
polygonspolygons
sf A data frame with 3 rows and 2 columns:
geometry
name of the polygon
generated using R
PRISM precipitation data from Aug 1 to Aug 5 in 2012
prism_2012_augprism_2012_aug
stars A stars object with 3 dimensions and 1 attribute:
privately obtained
PRISM maximum temperature data for the Douglas county in NE on 08/01/2012
prism_douglasprism_douglas
stars A stars object with 2 dimensions and 1 attribute:
privately obtained
PRISM maximum temperature data for the Saunders county in NE on 08/01/2012
prism_saundersprism_saunders
stars A stars object with 2 dimensions and 1 attribute:
privately obtained
PRISM precipitation data for the contiguous US on 08/01/2012
prism_usprism_us
stars A stars object with 2 dimensions and 1 attribute:
privately obtained
US railroads stored as an sf object
railroads_nerailroads_ne
'sf' An sf with 2 rows and 1 columns:
rail ID
geometry
<"http://www2.census.gov/geo/tiger/TIGER2019/RAILS/tl_2019_us_rails.zip">
Red from drone
REDRED
stars A stars object with 2 dimensions and 1 attribute:
privately obtained
Blue reflectance from drone
reflec_bluereflec_blue
stars A stars object with 2 dimensions and 1 attribute:
blue reflectance
privately obtained
Green reflectance from drone
reflec_greenreflec_green
stars A stars object with 2 dimensions and 1 attribute:
green reflectance
privately obtained
Red reflectance from drone
reflec_redreflec_red
stars A stars object with 2 dimensions and 1 attribute:
red reflectance
privately obtained
Soybean yield (bu/acre)
soy_yieldsoy_yield
sf A data frame with 1,683 rows and 3 columns:
soybean yield (bu/acre)
geometry
ID
privately obtained
Treatment blocks
treatment_blockstreatment_blocks
sf An sf object with 25 rows and 4 columns:
product name
target nitrogen rate
replication id
geometry
privately obtained
A subset of wells registered in Nebraska
wells_newells_ne
data.frame A data frame with 1,000 rows and 3 columns:
Well ID number
Longitude
Latitude
<https://dnr.nebraska.gov/groundwater>
This is an sf version of wells_ne with fake groundwater extraction added.
wells_ne_sfwells_ne_sf
sf An sf with 1,000 rows and 3 columns:
Well ID number
geometry
Fake groundwater extraction amount in acre-feet
<https://dnr.nebraska.gov/groundwater>
Counties boundary as sf
worldworld
sf A data frame with 242 rows and 2 columns:
Country name
geometry
rnaturalearhdata package