NEON Canopy Height Model (CHM)

projects/neon-prod-earthengine/assets/CHM/001
info

This dataset is part of a Publisher Catalog, and not managed by Google. Contact neon@service-now.com for bugs or view more datasets from the National Ecological Observatory Network Catalog. Learn more about Publisher datasets.

Catalog Owner
National Ecological Observatory Network
Dataset Availability
2013-01-01T00:00:00Z–2023-07-03T16:42:09Z
Dataset Provider
Earth Engine Snippet
ee.ImageCollection("projects/neon-prod-earthengine/assets/CHM/001")
Tags
airborne canopy forest lidar neon neon-prod-earthengine publisher-dataset vegetation

Description

Height of the top of canopy above bare earth (Canopy Height Model; CHM). The CHM is derived from the LiDAR point cloud and is generated by creating a continuous surface of canopy height estimates across the entire spatial domain of the LiDAR survey. The point cloud is separated into classes representing the ground and vegetation returns. The ground classified points are used to generate a height-normalized point cloud that provides a relative estimate of vegetation elevation. A surface is then generated using the height normalized vegetation points to produce the CHM. Any canopy heights less than 2 m are set to zero for data collected with the Optech Gemini LiDAR sensors, and less than 2/3 m for the Riegl and Optech Galaxy sensors. Data are mosaicked over the AOP footprint onto a spatially uniform grid at 1 m spatial resolution.

See NEON Data Product DP3.30015.001 for more details.

Documentation: NEON Ecosystem structure (DP3.30015.001) Quick StartGuide

Tutorial: Intro to AOP Data in Google Earth Engine Tutorial Series

Bands

Resolution
1 meter

Bands

Name Units Min Max Description
CHM m 0 100

Canopy Height Model

Image Properties

Image Properties

Name Type Description
AOP_VISIT_NUMBER INT

Unique visit number to the NEON site.

CITATION STRING

Data citation. See NEON Data Policies and Citation Guidelines.

DOI STRING

Digital Object Identifier. NEON data that have been released are assigned a DOI.

FLIGHT_YEAR INT

Year the data were collected

NEON_DOMAIN STRING

NEON eco-climatic domain code, "D01" to "D20". See NEON Field Sites and Domains.

NEON_SITE STRING

NEON four-digit site code. See NEON Field Sites.

NEON_DATA_PROD_URL STRING

NEON data product url. Always set to: https://data.neonscience.org/data-products/DP3.30015.001.

SENSOR_NAME STRING

Make and model of the lidar sensor: "Optech Galaxy Prime", "Optech Gemini", "Riegl Q780".

SENSOR_SERIAL STRING

Serial number of the lidar sensor: "11SEN287", "12SEN311", "5060445", "220855".

PROVISIONAL_RELEASED STRING

Whether the data are Provisional or Released. See https://www.neonscience.org/data-samples/data-management/data-revisions-releases.

RELEASE_YEAR INT

If data are released, the year of the NEON Release Tag.

Terms of Use

Terms of Use

All data collected by NEON and provided as data products, with the exception of data related to rare, threatened, or endangered (RTE) species, are released to the public domain under Creative Commons CC0 1.0 "No Rights Reserved". No copyright has been applied to NEON data; any person may copy, modify, or distribute the data, for commercial or non-commercial purposes, without asking for permission. NEON data may still be subject to other laws or rights such as for privacy, and NEON makes no warranties about the data and disclaims all liability. When using or citing NEON data, no implication should be made about endorsement by NEON. In most countries, data and facts are not copyrightable. By putting NEON data into the public domain, we encourage broad use, particularly in scientific analyses and data aggregations. However, please be aware of the following scholarly norms: NEON data should be used in a way that is mindful of the limitations of the data, using the documentation associated with the data packages as a guide. Please refer to NEON Data Guidelines and Policies for detailed information on how to properly use and cite NEON data, as well as best practices for publishing research that uses NEON data.

Citations

Citations:

Explore with Earth Engine

Code Editor (JavaScript)

// Read in the NEON AOP CHM Image Collection
var chm = ee.ImageCollection(
  'projects/neon-prod-earthengine/assets/CHM/001');

// Display available images in the CHM Image Collection
print('NEON CHM Images', chm.aggregate_array('system:index'))

// Specify the start and end dates and filter by dates
var startDate = ee.Date('2021-01-01');
var endDate = startDate.advance(1, 'year');
var chm2021 = chm.filterDate(startDate, endDate);

// Filter by NEON site name (see https://www.neonscience.org/field-sites/explore-field-sites)
var soapCHM = chm2021.filter('NEON_SITE == "SOAP"');

// Define the visualization parameters, using a green color palette
var chmVis = {min: 0, max: 35, palette: ['E6F7E0', '063B00']};

// Add the CHM layer to the Map and center on the site
Map.addLayer(soapCHM, chmVis, 'SOAP 2021 Canopy Height Model (m)');
Map.setCenter(-119.25, 37.06, 12);
Open in Code Editor