TP125: Disturbance legacies and resilience simulation using an individual-based forest landscape model on the Andrews Experimental Forest
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
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Sherri L. Johnson - Principal Investigator US Forest Service ;Pacific NW Research Station ;3200 SW Jefferson Way, Corvallis, OR, 97331, USAPhone: 541-758-7771Email: sherri.johnson2@usda.gov, sherri.johnson@oregonstate.edu
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Julia A. Jones - Principal Investigator Oregon State University;Department of Geosciences; Wilkinson Hall 104, Corvallis, OR, 97331-5506, USAPhone: (541) 737-1224Email: Julia.Jones@oregonstate.edu, geojulia@comcast.netORCID: http://orcid.org/0000-0001-9429-8925
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Matthew G Betts - Principal Investigator Department of Forest Ecosystems and Society; 201E Richardson Hall; College of Forestry; Oregon State University, Corvallis, OR, 97331Phone: (541) 737-3841Email: matt.betts@oregonstate.edu
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Michael P. Nelson - Principal Investigator Department of Forest Ecosystems and Society; 201K Richarson Hall; College of Forestry; Oregon State University, Corvallis, OR, 97331Phone: 541-737-9221Email: mpnelson@oregonstate.eduORCID: http://orcid.org/0000-0001-6917-4752
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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
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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
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Rupert Seidl
Role: Principal Investigator309 FSL; Oregon State University; 3200 SW Jefferson Way, Corvallis, Oregon, 97331, USAPhone: 541-758-8779Email: rupert.seidl@boku.ac.at, rupert.seidl@oregonstate.edu
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Thomas A. Spies
Role: Other ResearcherUSDA Forest Service;Pacific NW Research Station;3200 SW Jefferson Way, Corvallis, OR, 97331, USAPhone: (541) 750-7354Email: tom.spies@oregonstate.edu, tspies@fs.fed.us
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Werner Rammer
Role: Method Contact
Contact
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Information Manager
Andrews Forest LTER Program, US Forest Service Pacific Northwest Research Station, 3200 SW Jefferson Way, Corvallis, OR, 97331Email: hjaweb@fsl.orst.edu
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Rupert Seidl
309 FSL; Oregon State University; 3200 SW Jefferson Way, Corvallis, Oregon, 97331, USAPhone: 541-758-8779Email: rupert.seidl@boku.ac.at, rupert.seidl@oregonstate.edu
Publisher
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Andrews Forest LTER Site
Role: PublisherForest Ecosystems and Society Department in Forestry, Oregon State University, 201K Richardson Hall, Corvallis, OR, 97331-5752Phone: (541) 737-8480Email: 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
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L1F0
Simulation scenario with historic initial biological legacy level (remnant trees on 12% of the landscape) and no subsequent wildfires
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L2F0
Simulation scenario with historic initial biological legacy level (remnant trees on 24% of the landscape) and no subsequent wildfires
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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
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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
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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
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Version1 (2014-04-02) Study code and preliminary metadata established
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Version2 (2014-05-22) Uploaded entity 1 data into SQL.
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Version3 (2014-05-28) Changed number type of attributes in entity 1 to real.