Data Package Metadata View Summary

Forest structural diversity at NEON sites in the continuous USA that experienced recent moderate disturbance

General Information

Data Package:
Local Identifier:	edi.448.1
Title:	Forest structural diversity at NEON sites in the continuous USA that experienced recent moderate disturbance
Alternate Identifier:	DOI PLACE HOLDER
Abstract:	Disturbances can change the structural diversity of forests through time, which can be measured from three-dimensional data provided by LiDAR. Discrete-return LiDAR was used to measure a suite of 19 structural diversity metrics that describe the height, cover and openness, vegetation density, and internal and external heterogeneity of forest vegetation at NEON base plots. Discrete-return LiDAR point clouds from the NEON Aerial Observation Platform (DP1.30003.001) were downloaded September of 2020 and used to estimate the metrics within 40 x 40 m base plots. Metrics were estimated from base plots at 15 NEON forested sites from provisional LiDAR data available from 2014 to 2020. The workflow that produced the data was developed in the program R.
Publication Date:	2021-09-07

Time Period

Begin:

2014-01-01

End:

2020-01-01

People and Organizations
Contact:	Hardiman, Brady S (Purdue University) [ email ]
Creator:	Hardiman, Brady S (Purdue University)
Creator:	LaRue, Elizabeth A (Purdue University, University of Texas at El Paso)
Creator:	Foster, Jane R (University of Vermont)
Creator:	Fahey, Robert (University of Connecticut)
Creator:	Hatala Matthes, Jaclyn (Wellesley College)
Organization:	National Ecological Observatory Network (NEON)

Data Entities
Data Table Name:	check_outliers_04132021
Description:	Supporting file for running the code to obtain the output
Data Table Name:	disturbance_structural_diversity_data
Description:	disturbance_structural_diversity_data.csv
Data Table Name:	NEON_Base_Plot_Centroid
Description:	Supporting file for running the code to obtain the output
Other Name:	01_process_NEON_lidar_baseplots_04072021
Description:	This code was used to download NEON 1 km2 tiles from the NEON data portal, clip a buffer, remove outliers within 6 SD of the Z mean and with the VFI algorithm, and correct the data for elevation for each of the 15 site by year combinations of NEON base plots (40 x 40 m). It is necessary to run the code separately for each site x year combo. A file for each plot and year was created and then copied to a new folder containing all 15 site x year x plots. Supporting data file includes coordinates of base plot centers.
Other Name:	02_FSD_metrics_loops_04082021
Description:	The second step of the workflow is to create the structural diversity metric table that is provided in the EDI. The code contains the portion of the workflow that measures the FSD metrics from the .las file (named as site_plot_year.las). There were 2,291 of these files. Plots that had a maxZ (maximum point height) of greater than 50 m were visually checked for atmospheric outlier points. If so, they were removed in a step added to the beginning of the workflow (step 02) and then the whole step was rerun to fix these.

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/448/1/2404f177155672820679b0931b613e11
Name:	check_outliers_04132021
Description:	Supporting file for running the code to obtain the output
Number of Records:	74
Number of Columns:	4

Table Structure

Object Name:

check_outliers_04132021.csv

Size:

2195 bytes

Authentication:

0f0ab198871230a97c20dba21b1fc1c0 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:

Table Column Descriptions

Column Name:

filename

maxZ

outlier

filter

Definition:

plotID LIDAR file name; Name of the processed and clipped LiDAR file used to get FSD metrics

Maximum point height (m)

Outlier visually observed in 40 x 40 m baseplot point cloud (yes or no)

The numeric value for which to filter outlier points above true vegetation visually observed in plots that had an atmospheric outlier

Storage Type:

string

float

string

float

Measurement Type:

nominal

ratio

nominal

ratio

Measurement Values Domain:

Definition

plotID LIDAR file name; Name of the processed and clipped LiDAR file used to get FSD metrics

Unit	meterSquared
Type	real
Min	50.03
Max	65.14

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	no
Definition	no there was no outlier
Source

Code Definition

Code	yes
Definition	yes there was an outlier
Source

Unit	dimensionless
Type	natural
Min	40
Max	40

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/448/1/eb35af7919d757f2857dd887db2a60e1
Name:	disturbance_structural_diversity_data
Description:	disturbance_structural_diversity_data.csv
Number of Records:	2291
Number of Columns:	28

Table Structure

Object Name:

disturbance_structural_diversity_data.csv

Size:

645464 bytes

Authentication:

ebe5de970116eaf6b35d6758c6e3cabd Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:

Table Column Descriptions

Column Name:

site

plotID

year

plotID_year

filename

plot_area_ground

den

maxZ

rumple

deepgap.fraction

mean.max.canopy.ht

max.canopy.ht

top.rugosity

vert.sd

sd.sd

GFP

VAI

VCI

vertCV

q25

q50

q75

q100

fhd

gini

LAI

LAI_subcanopy

Definition:

NEON site; Standard NEON four letter site code

NEON site and base plot ID; Unique plot ID that contains the standard NEON four letter site code and three number base plot ID

Year that LiDAR data was collected by NEON

Plot ID and LiDAR year collected; Unique NEON base plot ID and LiDAR year collected

plotID LIDAR file name; Name of the processed and clipped LiDAR file used to get FSD metrics

Plot area: area of the plot (should be close to 1600 m2) including ground points

Point density of LiDAR (pt/m2): point cloud density of LiDAR (pt/m2)

Maximum point height (m)

Rumple: Area of canopy surface relative to plot area (unitless ratio)

DGF (deep gap fraction): Fraction of 1 m2 canopy gaps in the plot (unitless)

MOCH (mean outer canopy height): Mean of maximum height (m) in 1m2 grid of plot

Maximum canopy height (m)

Top rugosity: Standard deviation of outer canopy heights in 1 m2 of plot (m)

SD(ht): Standard deviation of heights within the plot (m)

SD(SD(ht)): Plot level- standard deviation of the standard deviation of heights within 9 m2 voxels in the plot area (m)

GFP (gap fraction profile): Distribution of gaps in the point cloud 0.5 m above the ground (unitless)

VAI (vegetation area index): Sum of the 1 m horizontal slices (starting 0.5 m above the ground) of leaf area density with the plot (m2/m3)

VCI (vertical complexity index): Normalization of diversity and evenness (entropy) of 1 m height bins within the plot (unitless)

CV(ht): Coefficient of variation of heights within the plot (unitless)

Q0: 0th quantile of height (m)

Q25: 25th quantile of height (m)

Q50: 50th quantile of height (m)

Q75: 75th quantile of height (m)

Q100: 100th quantile of height (m)

FHD (foliage height diversity): Calculated from the point abundances as per voxel relative LAD values; described in MacArthur R and MacArthur J. 1961. On Bird Species Diversity. Ecology 42: 594�8.

Gini index: Calculates the Gini coefficient (GC) from unvoxelized LIDAR returns (equivalent to Gini) in Valbuena R., Maltamo M., Meht�talo L., Packalen P. (2017) Key structural features of Boreal forests may be detected directly using L-moments from airborne lidar data. Remote Sensing of Environment. 194: 437�446. https://doi.org/10.1016/j.rse.2016.10.024

LAI (leaf area index): LAI of vegetation in canopy from 1 m above ground (units leaf area over plot area m2/m2)

LAI of subcanopy: LAI of the points from 1 to 5 m above the ground (units leaf area over plot area m2/m2)

Storage Type:

string

date

string

float

Measurement Type:

nominal

dateTime

nominal

ratio

Measurement Values Domain:

Definition

NEON site; Standard NEON four letter site code

Definition

NEON site and base plot ID; Unique plot ID that contains the standard NEON four letter site code and three number base plot ID

Format	YYYY
Precision

Definition

Plot ID and LiDAR year collected; Unique NEON base plot ID and LiDAR year collected

Definition

plotID LIDAR file name; Name of the processed and clipped LiDAR file used to get FSD metrics

Unit	meterSquared
Type	real
Min	1500.1722
Max	1599.448318

Unit	pointPerSquareMeter
Type	real
Min	1.313265486
Max	54.79093992

Unit	meterSquared
Type	real
Min	2.07
Max	65.14

Unit	dimensionless
Type	real
Min	0
Max	13.42370534

Unit	dimensionless
Type	real
Min	0
Max	1

Unit	meter
Type	real
Min	0.789019608
Max	45.2294756

Unit	meter
Type	real
Min	2.07
Max	65.14

Unit	meter
Type	real
Min	0.326680668
Max	18.0834024

Unit	meter
Type	real
Min	0.293961895
Max	17.59262603

Unit	meter
Type	real
Min	0.107996835
Max	6.790072136

Unit	dimensionless
Type	real
Min	0.672495824
Max	0.999277457

Unit	meterSquaredPerMeterCubed
Type	real
Min	0
Max	17.35624171

Unit	dimensionless
Type	real
Min	0.107861374
Max	0.881182483

Unit	dimensionless
Type	real
Min	0.130402842
Max	1.681063657

Unit	meter
Type	real
Min	0.5
Max	5.01

Unit	meter
Type	real
Min	0.56
Max	32.4425

Unit	meter
Type	real
Min	0.66
Max	37.6835

Unit	meter
Type	real
Min	0.83
Max	42.465

Unit	meter
Type	real
Min	2.07
Max	65.14

Unit	dimensionless
Type	real
Min	0.038585127
Max	3.855102109

Unit	dimensionless
Type	real
Min	0.058136844
Max	0.682909663

Unit	meterSquaredPerMeterSquared
Type	real
Min	0.000563224
Max	5.078740502

Unit	meterSquaredPerMeterSquared
Type	real
Min	0
Max	2.490773638

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/448/1/27685fbc5555928bb1e8c7afd14cbbf3
Name:	NEON_Base_Plot_Centroid
Description:	Supporting file for running the code to obtain the output
Number of Records:	670
Number of Columns:	5

Table Structure

Object Name:

NEON_Base_Plot_Centroid.csv

Size:

28034 bytes

Authentication:

caf521c2e9ddd0ca3e0390885e1be55f Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:

Table Column Descriptions

Column Name:

siteID

plotID

utmZone

easting

northing

Definition:

NEON site; Standard NEON four letter site code

NEON site and base plot ID; Unique plot ID that contains the standard NEON four letter site code and three number base plot ID

UTM Zone; Standard UTM zone codes

Easting coordinate

Northing coordinate

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

NEON site; Standard NEON four letter site code

Definition

NEON site and base plot ID; Unique plot ID that contains the standard NEON four letter site code and three number base plot ID

Definition

UTM Zone; Standard UTM zone codes

Unit	dimensionless
Type	real
Min	242767.665
Max	753360.691

Unit	dimensionless
Type	real
Min	1986086.733
Max	5125885.357

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Non-Categorized Data Resource

Name:

01_process_NEON_lidar_baseplots_04072021

Entity Type:

unknown

Description:

This code was used to download NEON 1 km2 tiles from the NEON data portal, clip a buffer, remove outliers within 6 SD of the Z mean and with the VFI algorithm, and correct the data for elevation for each of the 15 site by year combinations of NEON base plots (40 x 40 m). It is necessary to run the code separately for each site x year combo. A file for each plot and year was created and then copied to a new folder containing all 15 site x year x plots. Supporting data file includes coordinates of base plot centers.

Physical Structure Description:

Object Name:

01_process_NEON_lidar_baseplots_04072021.R

Size:

13643 bytes

Authentication:

ea7abe5f2fc7d6a73735c969f35ef41a Calculated By MD5

Externally Defined Format:

Format Name:

text/plain

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/448/1/cf8e973f411fafb3a42ecdb5ea3d5151

Non-Categorized Data Resource

Name:

02_FSD_metrics_loops_04082021

Entity Type:

unknown

Description:

The second step of the workflow is to create the structural diversity metric table that is provided in the EDI. The code contains the portion of the workflow that measures the FSD metrics from the .las file (named as site_plot_year.las). There were 2,291 of these files. Plots that had a maxZ (maximum point height) of greater than 50 m were visually checked for atmospheric outlier points. If so, they were removed in a step added to the beginning of the workflow (step 02) and then the whole step was rerun to fix these.

Physical Structure Description:

Object Name:

02_FSD_metrics_loops_04082021.R

Size:

9994 bytes

Authentication:

c3b3c586ff2dbb4ecd4a8468119f2f4e Calculated By MD5

Externally Defined Format:

Format Name:

text/plain

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/448/1/b314ae5f7cfcd48bdbb2f00dc6c26a2f

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
(No thesaurus)	Canopy structural complexity, forest structure, NEON, structural diversity, National Ecological Observatory Network
LTER Controlled Vocabulary	forest disturbance

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package

Description:

Structural diversity metrics were derived from discrete return LiDAR point clouds from the NEON data portal. Tiles were obtained for geographic locations at forested base plots from fifteen NEON sites: ABBY (2017-2019), BART (2014, 2016-2019), BLAN (2016, 2017, 2019), GRSM (2015-2018), GUAN (2018), HARV (2014, 2017-2019), JERC (2014, 2016-2019), OSBS (2017-2019), SCBI (2016, 2017, 2019), SOAP (2013, 2017-2019), STEI (2016, 2017, 2019, 2020), TALL (2015-2019), TEAK (2013, 2017-2019), UKFS (2017-2020), UNDE (2016, 2017, 2020). An R workflow was used to process the point clouds and derive 19 structural diversity metrics. The workflow is provided as an attached R script with two supporting .csv files (coordinates - NEON_Base_Plot_Centroid.csv and outlier fixes - check_outliers_04132021.csv). No LiDAR data (raw or intermediate) are provided; the workflow generates these files.

NEON (National Ecological Observatory Network). Discrete return LiDAR point cloud (DP1.30003.001). https://data.neonscience.org (accessed September 30, 2020)

Description:

This method step describes provenance-based metadata

This provenance metadata does not contain entity specific information.

Data Source

Discrete return LiDAR point cloud (DP1.30003.001)

People and Organizations

Publishers:

Organization:

Environmental Data Initiative

Email Address:

info@environmentaldatainitiative.org

Web Address:

https://environmentaldatainitiative.org

Creators:

Individual:

Brady S Hardiman

Organization:

Purdue University

Email Address:

bhardima@purdue.edu

Id:

https://orcid.org/0000-0001-6833-9404

Individual:

Elizabeth A LaRue

Organization:

Purdue University, University of Texas at El Paso

Email Address:

elarue@purdue.edu

Id:

https://orcid.org/0000-0002-9535-0630

Individual:

Jane R Foster

Organization:

University of Vermont

Email Address:

jane.foster@uvm.edu

Id:

https://orcid.org/0000-0002-5997-0269

Individual:

Robert Fahey

Organization:

University of Connecticut

Email Address:

robert.fahey@uconn.edu

Id:

https://orcid.org/0000-0001-7246-8292

Individual:

Jaclyn Hatala Matthes

Organization:

Wellesley College

Email Address:

jmatthes@wellesley.edu

Id:

https://orcid.org/0000-0001-8999-8062

Contacts:

Individual:

Brady S Hardiman

Organization:

Purdue University

Email Address:

bhardima@purdue.edu

Id:

https://orcid.org/0000-0001-6833-9404

Associated Parties:

Organization:	National Ecological Observatory Network (NEON)
Role:	Data Provider

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period

Begin:

2014-01-01

End:

2020-01-01

Sampling Site:

Description:

Abby Road NEON | ABBY | https://www.neonscience.org/field-sites/ABBY

Site Coordinates:

Longitude (degree):

-122.330317

Latitude (degree):

45.762439

Sampling Site:

Description:

Bartlett Experimental Forest NEON | BART | https://www.neonscience.org/field-sites/BART

Site Coordinates:

Longitude (degree):

-71.287375

Latitude (degree):

44.063889

Sampling Site:

Description:

Blandy Experimental Farm NEON | BLAN | https://www.neonscience.org/field-sites/BLAN

Site Coordinates:

Longitude (degree):

-78.041788

Latitude (degree):

39.033698

Sampling Site:

Description:

Great Smoky Mountains National Park NEON | GRSM | https://www.neonscience.org/field-sites/GRSM

Site Coordinates:

Longitude (degree):

-83.50195

Latitude (degree):

35.68896

Sampling Site:

Description:

Guanica Forest NEON | GUAN | https://www.neonscience.org/field-sites/GUAN

Site Coordinates:

Longitude (degree):

-66.8687

Latitude (degree):

17.96955

Sampling Site:

Description:

Harvard Forest & Quabbin Watershed NEON | HARV | https://www.neonscience.org/field-sites/HARV

Site Coordinates:

Longitude (degree):

-72.17265

Latitude (degree):

42.53691

Sampling Site:

Description:

The Jones Center At Ichauway NEON | JERC | https://www.neonscience.org/field-sites/JERC

Site Coordinates:

Longitude (degree):

-84.468623

Latitude (degree):

31.194839

Sampling Site:

Description:

Ordway-Swisher Biological Station NEON | OSBS | https://www.neonscience.org/field-sites/OSBS

Site Coordinates:

Longitude (degree):

-81.993431

Latitude (degree):

29.689282

Sampling Site:

Description:

Smithsonian Conservation Biology Institute NEON | SCBI | https://www.neonscience.org/field-sites/SCBI

Site Coordinates:

Longitude (degree):

-78.139494

Latitude (degree):

38.892925

Sampling Site:

Description:

Soaproot Saddle NEON | SOAP | https://www.neonscience.org/field-sites/SOAP

Site Coordinates:

Longitude (degree):

-119.26219

Latitude (degree):

37.03337

Sampling Site:

Description:

Steigerwaldt-Chequamegon NEON | STEI | https://www.neonscience.org/field-sites/STEI

Site Coordinates:

Longitude (degree):

-89.58637

Latitude (degree):

45.50894

Sampling Site:

Description:

Talladega National Forest NEON | TALL | https://www.neonscience.org/field-sites/TALL

Site Coordinates:

Longitude (degree):

-87.393259

Latitude (degree):

32.95047

Sampling Site:

Description:

Lower Teakettle NEON | TEAK | https://www.neonscience.org/field-sites/TEAK

Site Coordinates:

Longitude (degree):

-119.00602

Latitude (degree):

37.00583

Sampling Site:

Description:

KU Field Station NEON | UKFS | https://www.neonscience.org/field-sites/UKFS

Site Coordinates:

Longitude (degree):

-95.19215

Latitude (degree):

39.040431

Sampling Site:

Description:

University of Notre Dame Environmental Research Center NEON | UNDE | https://www.neonscience.org/field-sites/UNDE

Site Coordinates:

Longitude (degree):

-89.537254

Latitude (degree):

46.23391

Project

Parent Project Information:

Title:

Collaborative Research: MSA: Incorporating canopy structural complexity to improve model forecasts of functional effects of forest disturbance

Personnel:

Individual:

Brady S Hardiman

Organization:

Purdue University

Email Address:

bhardima@purdue.edu

Id:

https://orcid.org/0000-0001-6833-9404

Role:

Principal Investigator

Funding:

National Science Foundation, Division of Environmental Biology #1926538

Maintenance

Maintenance:

Description:	2014-2020 from NEON AOP
Frequency:

Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList'
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterSquaredPerMeterCubed'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'meterSquaredPerMeterCubed'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = 'ratio'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'meter squared per meter cubed'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterSquaredPerMeterSquared'
        |     |     |     |  \___attribute 'multiplierToSI' = '1'
        |     |     |     |  \___attribute 'name' = 'meterSquaredPerMeterSquared'
        |     |     |     |  \___attribute 'parentSI' = 'meterSquaredPerMeterSquared'
        |     |     |     |  \___attribute 'unitType' = 'ratio'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'meter squared per meter squared'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'pointPerSquareMeter'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'pointPerSquareMeter'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = 'pointCloudDensity'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'point per square meter'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

Copyright 2024 Environmental Data Initiative. This material is based upon work supported by the National Science Foundation under grants #2223103 and #2223104. Any opinions, findings, conclusions, or recommendations expressed in the material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. Please contact us with questions, comments, or for technical assistance regarding this web site or the Environmental Data Initiative. Please read our privacy policy to know what information we collect about you and to understand your privacy rights.

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

Data Package Metadata View Summary

Forest structural diversity at NEON sites in the continuous USA that experienced recent moderate disturbance

Data Entities

Data Table

Data Table

Data Table

Non-Categorized Data Resource

Non-Categorized Data Resource

Data Package Usage Rights

Keywords

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Parent Project Information:

Maintenance

Additional Metadata

Recently Added

Recently Updated

Data Package Metadata View Summary

Forest structural diversity at NEON sites in the continuous USA that experienced recent moderate disturbance

+/- Data Entities

Data Table

Data Table

Data Table

Non-Categorized Data Resource

Non-Categorized Data Resource

+/- Data Package Usage Rights

+/- Keywords

+/- Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

+/- People and Organizations

+/- Temporal, Geographic and Taxonomic Coverage

+/- Project

Parent Project Information:

+/- Maintenance

+/- Additional Metadata

Data Entities

Data Package Usage Rights

Keywords

Methods and Protocols

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Maintenance

Additional Metadata