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Data
»
WPE01 Assessing the value added of NEON for using machine learning to quantify vegetation mosaics and woody plant encroachment at Konza Prairie
WPE011
For the training and evaluation data, values indicate the intensity of each band.
Download:
WPE011.csv
(47.08 MB)
Variables
DataCode
Label:
Definition:
Dataset code
Type:
Nominal
Missing values:
None specified
RecType
Label:
Definition:
dataset record type
Type:
Nominal
Missing values:
None specified
Species_classification
Label:
Definition:
classification of species
Type:
Nominal
Missing values:
None specified
X2019_NAIP_hc_konza1
Label:
Definition:
Value of near-infrared pixel in rs_stack.1
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
X2019_NAIP_hn_konza1
Label:
Definition:
Redness of each pixel in rs_stack.2
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
X2019_NAIP_hn_konza2
Label:
Definition:
Greenness of each pixel in rs_stack.3
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
X2019_NAIP_hn_konza3
Label:
Definition:
Blueness of each pixel in rs_stack.4
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
evi_2020_neon_mosaic
Label:
Definition:
Similar to NDVI, estimates vegetation greenness and biomass in rs_stack.5
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
ndni_mosaic
Label:
Definition:
Relative nitrogen concentration in canopy in rs_stack.6
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
ndli_2020_neon_mosaic
Label:
Definition:
Uses shortwave IR to estimate water content in canopy in rs_stack.7
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
savi_mosaic
Label:
Definition:
Reduces soil brightness in areas where vegetation cover is low - rs_stack.8
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
arvi_2020_neon_mosaic
Label:
Definition:
Reduces atmospheric noise from dust, smoke, rain, etc. in rs_stack.9
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
ndvi_2020_neon_mosaic
Label:
Definition:
Calculated from NIR and red bands, indicates live green vegetation density in rs_stack.10
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
can_height_2020
Label:
Definition:
Height of canopy above bare earth in rs_stack.11
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
layer1
Label:
Definition:
Avg. values of near-infrared of surrounding pixels - rs_stack.12
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
layer2
Label:
Definition:
Avg. redness of surrounding pixels in rs_stack.13
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
layer3
Label:
Definition:
Avg. greenness of surrounding pixels in rs_stack.14
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
layer4
Label:
Definition:
Avg. blueness of surrounding pixels in rs_stack.15
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
layer5
Label:
Definition:
Avg. NDVI values of surrounding pixels in rs_stack.16
Type:
Physical quantity
Unit:
dimensionless
Maximum:
Not specified
Minimum:
Not specified
Precision:
Not specified
Missing values:
None specified
point
Label:
Definition:
Training points vs evaluation points
Type:
Nominal
Missing values:
None specified
Comments
Label:
Definition:
Comments
Type:
Nominal
Missing values:
None specified
Data Source Details
Header lines:
1
Orientation:
Column
Quote character:
"
Field delimiter:
,
Record delimiter:
\r\n