Did You Find What You Needed?

We'd love to know how your experience with the Andrews Forest data catalog went - whether you found exactly what you were looking for or hit a dead end. Your feedback helps us improve data discovery and access.

Share Your Feedback

TP125: Disturbance legacies and resilience simulation using an individual-based forest landscape model on the Andrews Experimental Forest

← Back to catalog index

Status: notPlanned
Period: 2014-05-01 to 2014-05-01
Version: 3
Published: 2014-05-28
EDI Package ID: knb-lter-and.5319.3
Source XML: TP125_3.xml

Notice

"As Is" Basis: All content, including maps and forecasts, is provided without warranties. Users are advised to independently verify critical information.

Citation

2014. Disturbance legacies and resilience simulation using an individual-based forest landscape model on the Andrews Experimental Forest Long-Term Ecological Research Andrews Forest LTER Site. [Database]. Available: https://andrewsforest-stage.forestry.oregonstate.edu/data/fsdb-data-catalog/TP125 Accessed 2026-05-10.

Abstract

Disturbances are key drivers of forest ecosystem dynamics, and forests are well adapted to their natural disturbance regimes. However, as a result of climate change, disturbance frequency is expected to increase in the future in many regions. It is not yet clear how such changes might affect forest ecosystems, and which mechanisms contribute to (current and future) disturbance resilience. We here studied the 6364-ha HJ Andrews Experimental Forest landscape to investigate how patches of remnant old-growth trees (as one important class of biological legacies) affect the resilience of forest ecosystems to disturbance. Using the spatially explicit, individual-based forest landscape model iLand we analyzed the effect of three different levels of remnant patches (0%, 12%, and 24% of the landscape) on 500-year recovery trajectories after a large, high severity wildfire. In addition, we evaluated how three different levels of fire frequency (no fire, a historic fire return interval of 262 years, and a reduced fire return interval of 131 years) modulate the effects of initial legacies. The study investigated effects of legacies on the resilience of forest ecosystem structure (represented by canopy complexity as described by the rumple index), composition (proportion of late-seral species), and functioning (total ecosystem carbon storage). For each scenario of initial legacy and fire return interval 25 replicates were simulated. More information on the simulation methodology as well as the code and executable used for this study can be obtained at http://iLand.boku.ac.at. The dataset is completed and no further analyses are planned at this point. The results are published in Ecological Applications http://dx.doi.org/10.1890/14-0255.1.

Coverage

Temporal coverage: 2014-05-01 to 2014-05-01

Geographic coverage: H. J. Andrews Experimental Forest, Western Cascades, Oregon

Spatial coverage:

Bounds: W -122.26194800, E -122.10051700, N 44.28148300, S 44.19751400

Purpose
  • The purpose of this study was to determine the role and contribution of biological legacies to the resilience of the HJ Andrews landscape after large, high severity fire. Resilience is quantified for three indicators, i.e., total ecosystem carbon storage, canopy complexity (rumple index), and presence of late-seral species on the landscape.
Project

Title: Long-Term Ecological Research

Personnel
  • Sherri L. Johnson - Principal Investigator
    US Forest Service ;Pacific NW Research Station ;3200 SW Jefferson Way, Corvallis, OR, 97331, USA
    Phone: 541-758-7771
    Email: sherri.johnson2@usda.gov, sherri.johnson@oregonstate.edu
  • Julia A. Jones - Principal Investigator
    Oregon State University;Department of Geosciences; Wilkinson Hall 104, Corvallis, OR, 97331-5506, USA
    Phone: (541) 737-1224
    Email: Julia.Jones@oregonstate.edu, geojulia@comcast.net
    ORCID: http://orcid.org/0000-0001-9429-8925
  • Matthew G Betts - Principal Investigator
    Department of Forest Ecosystems and Society; 201E Richardson Hall; College of Forestry; Oregon State University, Corvallis, OR, 97331
    Phone: (541) 737-3841
    Email: matt.betts@oregonstate.edu
  • Michael P. Nelson - Principal Investigator
    Department of Forest Ecosystems and Society; 201K Richarson Hall; College of Forestry; Oregon State University, Corvallis, OR, 97331
    Phone: 541-737-9221
    Email: mpnelson@oregonstate.edu
    ORCID: http://orcid.org/0000-0001-6917-4752
  • David Bell - Principal Investigator
    Email: david.bell@usda.gov, david.bell@oregonstate.edu
Abstract
  • The H.J. Andrews Experimental Forest is a living laboratory that provides unparalleled opportunities for the study of forest and stream ecosystems in the central Cascade Range of Oregon. Since 1980, as a part of the National Science Foundation Long Term Ecological Research (NSF-LTER) program, the Andrews Experimental Forest has become a leader in the analysis of forest and stream ecosystem dynamics.
  • Long-term field experiments and measurement programs have focused on climate dynamics, streamflow, water quality, and vegetation succession. Currently researchers are working to develop concepts and tools needed to predict effects of natural disturbance, land use, and climate change on ecosystem structure, function, and species composition.
  • The Andrews Experimental Forest is administered cooperatively by the USDA Forest Service Pacific Northwest Research Station, Oregon State University and the Willamette National Forest. Funding for the research program comes from the National Science Foundation (NSF), US Forest Service Pacific Northwest Research Station, Oregon State University, and other sources.
Funding

Data were provided by the HJ Andrews Experimental Forest research program, funded by the National Science Foundation's Long-Term Ecological Research Program (DEB 2025755), US Forest Service Pacific Northwest Research Station, and Oregon State University. National Science Foundation: DEB1440409

Study Area Description
  • Long-Term Ecological Research
    The Andrews Forest is situated in the western Cascade Range of Oregon, and covers the entire 15,800-acre (6400-ha) drainage basin of Lookout Creek. Elevation ranges from 1350 to 5340 feet (410 to 1630 m). Broadly representative of the rugged mountainous landscape of the Pacific Northwest, the Andrews Forest contains excellent examples of the region's conifer forests and associated wildlife and stream ecosystems. These forests are among the tallest and most productive in the world, with tree heights of often greater than 250 ft (75 m). Streams are steep, cold and clean, providing habitat for numerous aquatic organisms.
Associated Party
  • Rupert Seidl
    Role: Principal Investigator
    309 FSL; Oregon State University; 3200 SW Jefferson Way, Corvallis, Oregon, 97331, USA
    Phone: 541-758-8779
    Email: rupert.seidl@boku.ac.at, rupert.seidl@oregonstate.edu
  • Thomas A. Spies
    Role: Other Researcher
    USDA Forest Service;Pacific NW Research Station;3200 SW Jefferson Way, Corvallis, OR, 97331, USA
    Phone: (541) 750-7354
    Email: tom.spies@oregonstate.edu, tspies@fs.fed.us
  • Werner Rammer
    Role: Method Contact
Contact
  • Information Manager
    Andrews Forest LTER Program, US Forest Service Pacific Northwest Research Station, 3200 SW Jefferson Way, Corvallis, OR, 97331
    Email: hjaweb@fsl.orst.edu
  • Rupert Seidl
    309 FSL; Oregon State University; 3200 SW Jefferson Way, Corvallis, Oregon, 97331, USA
    Phone: 541-758-8779
    Email: rupert.seidl@boku.ac.at, rupert.seidl@oregonstate.edu
Publisher
  • Andrews Forest LTER Site
    Role: Publisher
    Forest Ecosystems and Society Department in Forestry, Oregon State University, 201K Richardson Hall, Corvallis, OR, 97331-5752
    Phone: (541) 737-8480
    Email: lterweb@fsl.orst.edu
Study Description

Disturbances are key drivers of forest ecosystem dynamics, and forests are well adapted to their natural disturbance regimes. However, as a result of climate change, disturbance frequency is expected to increase in the future in many regions. It is not yet clear how such changes might affect forest ecosystems, and which mechanisms contribute to (current and future) disturbance resilience. We here studied the 6364-ha HJ Andrews Experimental Forest landscape to investigate how patches of remnant old-growth trees (as one important class of biological legacies) affect the resilience of forest ecosystems to disturbance. Using the spatially explicit, individual-based forest landscape model iLand we analyzed the effect of three different levels of remnant patches (0%, 12%, and 24% of the landscape) on 500-year recovery trajectories after a large, high severity wildfire. In addition, we evaluated how three different levels of fire frequency (no fire, a historic fire return interval of 262 years, and a reduced fire return interval of 131 years) modulate the effects of initial legacies. The study investigated effects of legacies on the resilience of forest ecosystem structure (represented by canopy complexity as described by the rumple index), composition (proportion of late-seral species), and functioning (total ecosystem carbon storage). For each scenario of initial legacy and fire return interval 25 replicates were simulated. More information on the simulation methodology as well as the code and executable used for this study can be obtained at http://iLand.boku.ac.at. The dataset is completed and no further analyses are planned at this point. The results are published in Ecological Applications http://dx.doi.org/10.1890/14-0255.1. The purpose of this study was to determine the role and contribution of biological legacies to the resilience of the HJ Andrews landscape after large, high severity fire. Resilience is quantified for three indicators, i.e., total ecosystem carbon storage, canopy complexity (rumple index), and presence of late-seral species on the landscape. Models/Algorithms - TP125

Purpose: The purpose of this study was to determine the role and contribution of biological legacies to the resilience of the HJ Andrews landscape after large, high severity fire. Resilience is quantified for three indicators, i.e., total ecosystem carbon storage, canopy complexity (rumple index), and presence of late-seral species on the landscape.

Methods

Method Steps

Models/Algorithms - TP125
  • The individual-based forest landscape and disturbance model iLand was used to generate the data. Model code and executable as well as an extensive model documentation are available at http://iLand.boku.ac.at

Sampling

Software

No software entries listed in this EML file.

Keywords
  • LTER controlled vocabulary: stand structure (theme), populations (theme), ecology (theme), forest dynamics (theme), fires (theme), community composition (theme), plant species composition (theme), land cover (theme), processes (theme), succession (theme), carbon cycling (theme), disturbance (theme), modeling (theme), landscape change (theme), ecosystems (theme), forests (theme), trees (theme), vegetation (theme)
  • Andrews Experimental Forest site thesaurus: resistance and resilience (theme), ecosystem processes (theme), landscape dynamics (theme)
  • LTER core research areas: populations (theme), disturbance (theme)
Taxonomic Hierarchy
  • All Organisms: All Organisms
  • Highest common category (ca. kingdom): Plantae
  • Division or Phylum: Magnoliophyta
  • Class: Magnoliopsida
  • Subclass: Rosidae
  • Order: Sapindales
  • Family: Aceraceae
  • Genus: Acer
  • Species: Acer macrophyllum
  • Subclass: Hamamelididae
  • Order: Fagales
  • Family: Betulaceae
  • Genus: Alnus
  • Species: Alnus rubra
  • Division or Phylum: Coniferophyta
  • Class: Pinopsida
  • Order: Pinales
  • Family: Cupressaceae
  • Genus: Thuja
  • Species: Thuja plicata
  • Family: Pinaceae
  • Genus: Pinus
  • Species: Pinus ponderosa
  • Genus: Abies
  • Species: Abies grandis
  • Species: Abies amabilis
  • Species: Abies procera
  • Genus: Pseudotsuga
  • Species: Pseudotsuga menziesii
  • Genus: Tsuga
  • Species: Tsuga mertensiana
  • Species: Tsuga heterophylla
Data Entities
# Entity Metadata Data
1 TP12501
TP12501
500-year time series of ecosystem structure, composition, and functioning at HJA: Simulation results of rumple index, late-seral species presence, and total ecosystem carbon in different scenarios of initial legacy and subsequent disturbance frequency
METADATA DATA
Metadata
TP12501 - TP12501

Object name: TP12501.csv

Records: N/A

Attributes: 7

File size: 24727 byte

Checksum (MD5): c9e3fb3ab07d73df35700ae25852c9ec

Format: headers=1, recordDelimiter=\r\n, fieldDelimiter=,, quoteCharacter=", orientation=column

Constraints (2)
  • primaryKey: PRIMARY
    TP12501.CODE, TP12501.YEAR
  • notNullConstraint: NOTNULL
    TP12501.CODE, TP12501.YEAR, TP12501.DBCODE
Attributes (7)
DBCODE - char(5) (nominal)

ID: TP12501.DBCODE

FSDB Database Code

Type system: Microsoft SQL Server 2008

Code definitions (1)
  • TP125
    FSDB Database Code TP125; terrestrial productivity
ENTITY - numeric(2,0) (interval)

ID: TP12501.ENTITY

Entity Number

Type system: Microsoft SQL Server 2008

Unit: number

Precision: 1

Numeric domain: type=natural, min=1.0000 (exclusive=false), max=1.0000 (exclusive=false)

CODE - char(4) (nominal)

ID: TP12501.CODE

Scenario code

Type system: Microsoft SQL Server 2008

Code definitions (9)
  • L0F0
    Simulation scenario with no initial biological legacy and no subsequent wildfires
  • L1F0
    Simulation scenario with historic initial biological legacy level (remnant trees on 12% of the landscape) and no subsequent wildfires
  • L2F0
    Simulation scenario with historic initial biological legacy level (remnant trees on 24% of the landscape) and no subsequent wildfires
  • L0F1
    Simulation scenario with no initial biological legacy and the historic mean fire return interval of 262 years
  • L1F1
    Simulation scenario with historic initial biological legacy level (remnant trees on 12% of the landscape) and the historic mean fire return interval of 262 years
  • L2F1
    Simulation scenario with historic initial biological legacy level (remnant trees on 24% of the landscape) and the historic mean fire return interval of 262 years
  • L0F2
    Simulation scenario with no initial biological legacy and a reduced mean fire return interval of 131 years
  • L1F2
    Simulation scenario with historic initial biological legacy level (remnant trees on 12% of the landscape) and a reduced mean fire return interval of 131 years
  • L2F2
    Simulation scenario with historic initial biological legacy level (remnant trees on 24% of the landscape) and a reduced mean fire return interval of 131 years
YEAR - numeric(3,0) (interval)

ID: TP12501.YEAR

Simulation year

Type system: Microsoft SQL Server 2008

Unit: number

Precision: 1

Numeric domain: type=natural, min=1.0000 (exclusive=false), max=501.0000 (exclusive=false)

RUMPLE - numeric(11,9) (interval)

ID: TP12501.RUMPLE

Rumple index of canopy complexity

Type system: Microsoft SQL Server 2008

Unit: number

Precision: 1

Numeric domain: type=real, min=1.0000 (exclusive=false), max=3.5000 (exclusive=false)

TEC - numeric(11,7) (interval)

ID: TP12501.TEC

Total Ecosystem Carbon storage

Type system: Microsoft SQL Server 2008

Unit: megagrams per hectare

Precision: 1

Numeric domain: type=real, min=223.0000 (exclusive=false), max=779.0000 (exclusive=false)

LSS - numeric(11,9) (ratio)

ID: TP12501.LSS

Share of late-seral species presence (trees >4m height)

Type system: Microsoft SQL Server 2008

Unit: number

Precision: 1

Numeric domain: type=real, min=0.0000 (exclusive=false), max=1.0000 (exclusive=false)

Units
megagrams per hectare megag/ha arealMassDensity megagramPerHectare kilogramPerMeterSquared 0.1 megagrams per hectare
number number dimensionless number dimensionless 1 dimensionless number, i.e., ratio, count
Intellectual Rights

Data Use Agreement:

The re-use of scientific data has the potential to greatly increase communication, collaboration and synthesis within and among disciplines, and thus is fostered, supported and encouraged. This Data Set is released under the Creative Commons license CC BY "Attribution" (see: https://creativecommons.org/licenses/by/4.0/). Creative Commons license CC BY - Attribution is a license that allows others to distribute, remix, tweak, and build upon your work (even commercially), as long as you are credited for the original creation. This license accommodates maximum dissemination and use of licensed materials.

It is considered professional conduct and an ethical obligation to acknowledge the work of other scientists. The Data User is asked to provide attribution of the original work if this data package is shared in whole or by individual parts or used in the derivation of other products. A recommended citation is provided for each Data Set in the Andrews LTER data catalog (see: http://andlter.forestry.oregonstate.edu/data/catalog/datacatalog.aspx). A generic citation is also provided for this Data Set on the website https://portal.edirepository.org in the summary metadata page. Data Users are thus strongly encouraged to consider consultation, collaboration and/or co-authorship with the Data Set Creator.

While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed and 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.

General acknowledgement: Data were provided by the HJ Andrews Experimental Forest research program, funded by the National Science Foundation's Long-Term Ecological Research Program (DEB 2025755), US Forest Service Pacific Northwest Research Station, and Oregon State University.

Licensed

License: N/A

Maintenance

Maintenance update frequency: notPlanned

Description

  • An update history is logged and maintained with each new version of every dataset.

Change History

  • Version1 (2014-04-02)
    Study code and preliminary metadata established
  • Version2 (2014-05-22)
    Uploaded entity 1 data into SQL.
  • Version3 (2014-05-28)
    Changed number type of attributes in entity 1 to real.