Data Package Metadata   View Summary

Population persistence, phenotypic divergence and metabolic adaptation in yarrow (Achillea millefolium L.) along a climate gradient, CA, 1920 to 2023

General Information
Data Package:
Local Identifier:edi.1814.1
Title:Population persistence, phenotypic divergence and metabolic adaptation in yarrow (Achillea millefolium L.) along a climate gradient, CA, 1920 to 2023
Alternate Identifier:DOI PLACE HOLDER
Abstract:

This dataset provides insights into the persistence and adaptation of yarrow (Achillea millefolium L.) populations over a 100-year period of climate change. The data include plant height measurements and climatic variables (temperature and precipitation) from historical and resurveyed sites spanning a broad environmental gradient (1–3,200 m a.s.l.), alongside metabolic profiles obtained from a common-garden experiment. The dataset captures phenotypic changes in plant growth, metabolic diversity, and site-specific climatic shifts between 1920 and 2020. These data support analyses of how temperature and precipitation interact to shape plant responses over time and allow for exploring patterns of local adaptation in phenotypic and metabolic traits. This comprehensive dataset is valuable for understanding the ecological and evolutionary mechanisms underlying population persistence and can inform conservation strategies under future climate scenarios.

Publication Date:2024-12-04
For more information:
Visit: DOI PLACE HOLDER

Time Period
Begin:
1920
End:
2023

People and Organizations
Contact:Losapio, Gianalberto (University of Milan, Professor) [  email ]
Creator:Losapio, Gianalberto (University of Milan, Professor)

Data Entities
Data Table Name:
data_clausendata
Description:
Original data as recorded in Clausen et al. (1948) of yarrow height.
Data Table Name:
data_height
Description:
Data of plant height across populations in 2020
Data Table Name:
data_gcms_processed
Description:
Data of phytochemical analysis of four populations in common-garden experiment
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1814/1/badc8054092bec76497594c3ca58fafe
Name:data_clausendata
Description:Original data as recorded in Clausen et al. (1948) of yarrow height.
Number of Records:10
Number of Columns:12

Table Structure
Object Name:data_clausendata.csv
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Table Column Descriptions
 sitetoday occurrenceheightsenplantselevationt1920p1920t2020p2020pt1920pt2020
Column Name:site  
today occurrence  
height  
se  
nplants  
elevation  
t1920  
p1920  
t2020  
p2020  
pt1920  
pt2020  
Definition:Site name (California, USA)Occurrence of the populationPlant height [cm] as reported in Clausen et al. 1948Standard Error of plant height (Clausen et al. 1948)Number of plants measuredElevation in m aslMean annual temperature year 1920Annual precipitation year 1920Mean annual temperature 2020Annual Precipitation year 2020Ratio precipitation/temperature year 1920Ratio precipitation/temperature 2020
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Measurement Values Domain:
Definitiontext
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code1
DefinitionPresent
Source
Code Definition
Code0
DefinitionAbsent
Source
Unitcentimeter
Typereal
Unitcentimeter
Typereal
Unitnumber of individuals
Typereal
Unitmeter
Typeinteger
Unitcelsius
Typereal
Unitmillimeter
Typereal
Unitcelsius
Typereal
Unitmilliliter
Typereal
Unitmm/C
Typereal
Unitmm/C
Typereal
Missing Value Code:                        
Accuracy Report:                        
Accuracy Assessment:                        
Coverage:                        
Methods:                        

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1814/1/e07afff03283668a5c78faa4ab0f1a91
Name:data_height
Description:Data of plant height across populations in 2020
Number of Records:90
Number of Columns:2

Table Structure
Object Name:data_height.csv
Size:1524 byte
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Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 siteheight
Column Name:site  
height  
Definition:Site name of yarrow populationPlant height
Storage Type:string  
float  
Measurement Type:nominalratio
Measurement Values Domain:
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeAspenValley
DefinitionAspen Valley
Source
Code Definition
CodeBodegaBay
DefinitionBodega Bay
Source
Code Definition
CodeClayton
DefinitionClayton
Source
Code Definition
CodeGroveland
DefinitionGroveland
Source
Code Definition
CodeMather
DefinitionMather
Source
Code Definition
CodeSanGregorio
DefinitionSan Gregorio
Source
Code Definition
CodeSpullerLake
DefinitionSpuller Lake
Source
Code Definition
CodeTuolumneMdw
DefinitionTuolumne Mdw
Source
Code Definition
CodeYosemiteCreek
DefinitionYosemite Creek
Source
Unitcentimeter
Typereal
Missing Value Code:    
Accuracy Report:    
Accuracy Assessment:    
Coverage:    
Methods:    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1814/1/a1b35b9b9d308a015d1fb42a3e54fd40
Name:data_gcms_processed
Description:Data of phytochemical analysis of four populations in common-garden experiment
Number of Records:103
Number of Columns:17

Table Structure
Object Name:data_gcms_processed.csv
Size:20327 byte
Authentication:6ba60e6c039f72bd3799026a2e39fa60 Calculated By MD5
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Table Column Descriptions
 CompoundBB-1BB-2BB-3BB-4GR-1GR-2GR-3GR-4MT-1MT-2MT-3MT-4YS-1YS-2YS-3YS-4
Column Name:Compound  
BB-1  
BB-2  
BB-3  
BB-4  
GR-1  
GR-2  
GR-3  
GR-4  
MT-1  
MT-2  
MT-3  
MT-4  
YS-1  
YS-2  
YS-3  
YS-4  
Definition:Name of phytochemical compoundBodega Bay replicate 1Bodega Bay replicate 2Bodega Bay replicate 3Bodega Bay replicate 4Groveland replicate 1Groveland replicate 2Groveland replicate 3Groveland replicate 4Mather replicate 1Mather replicate 2Mather replicate 3Mather replicate 4Yosemite Creek replicate 1Yosemite Creek replicate 2Yosemite Creek replicate 3Yosemite Creek replicate 4
Storage Type:string  
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Measurement Type:nominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominalnominal
Measurement Values Domain:
Definitiontext
Definitiontext
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Definitiontext
Definitiontext
Missing Value Code:                                  
Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

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)metabolomic
LTER Controlled Vocabularyadaptation, plant growth, plant height, plant ecology, climate change

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:

Study Species and Site Selection

Yarrow (Achillea millefolium L.) is a perennial herbaceous plant widely distributed across temperate regions of the Northern Hemisphere and naturalized in North America. The species is notable for its morphological and ecological diversity, thriving in environments ranging from coastal lowlands to alpine zones. This dataset includes measurements from ten populations originally surveyed by Clausen et al. (1948) in California, USA. These sites span a climatic gradient, from 1 m to 3,200 m above sea level, encompassing diverse temperature and precipitation regimes.

Field Data Collection

In 2020, we revisited the historical survey sites to evaluate population persistence and collect plant growth data. At each site, the presence of yarrow was recorded, and plant height (measured from the base to the top of the inflorescence) was documented for ten randomly selected individuals in their reproductive phase. Seeds were also collected for subsequent experiments. Efforts were made to assess historical and current land-use contexts to rule out major non-climatic factors influencing plant growth.

Climatic and Growth Data Analysis

Original plant height data from the 1920s were combined with resurveyed measurements from 2020 to investigate temporal changes in growth. Climate data for the same periods, including mean annual temperature and precipitation, were sourced from publicly available databases. A linear regression model was applied to explore the effects of temperature, precipitation, and their interactions on plant height across time. Additionally, a stochastic ecological model was used to estimate long-term plant height changes, incorporating site-specific growth rates and climatic sensitivity metrics derived from principal component analysis (PCA). Random variability in mortality was also factored into the model.

Metabolomic Analysis

To examine metabolic diversity, seeds from selected populations were germinated in a controlled greenhouse environment. After 60 days, plants were transplanted and grown for an additional 60 days before secondary metabolite analysis. Volatile organic compounds (VOCs) were extracted using headspace solid-phase microextraction (HS-SPME) and analyzed via gas chromatography-mass spectrometry (GC-MS). Metabolomic data were processed and normalized for statistical analysis, including Partial Least-Squares Discriminant Analysis (PLS-DA) and Random Forest classification, to identify compounds distinguishing populations along the climatic gradient.

Scope and Limitations

This dataset provides a comprehensive resource for studying long-term phenotypic and metabolic responses to climate change in A. millefolium. While it emphasizes temperature and precipitation as key drivers, other biotic and abiotic factors are not explicitly controlled. These data serve as a foundation for exploring local adaptation, population persistence, and the ecological implications of climate change.

Instrument(s):GC-MS

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@edirepository.org
Web Address:
https://edirepository.org
Id:https://ror.org/0330j0z60
Creators:
Individual: Gianalberto Losapio
Organization:University of Milan
Position:Professor
Email Address:
gianalberto.losapio@unimi.it
Web Address:
https://www.biodiversitychange.org
Id:https://orcid.org/0000-0001-7589-8706
Contacts:
Individual: Gianalberto Losapio
Organization:University of Milan
Position:Professor
Email Address:
gianalberto.losapio@unimi.it
Web Address:
https://www.biodiversitychange.org
Id:https://orcid.org/0000-0001-7589-8706

Temporal, Geographic and Taxonomic Coverage

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

Time Period
Begin:
1920
End:
2023
Geographic Region:
Description:California
Bounding Coordinates:
Northern:  38.3332Southern:  37.327
Western:  -123.0481Eastern:  -119.2852588
Taxonomic Range:
General Coverage:Yarrow
Classification:
Rank Name:Species
Rank Value:Achillea millefolium

Project

Parent Project Information:

Title:Revisiting local adaptation to climate change 90 years after
Personnel:
Individual: Gianalberto Losapio
Organization:Stanford University
Position:Scientist
Email Address:
gianalberto.losapio@unimi.it
Id:https://orcid.org/0000-0001-7589-8706
Role:PI
Abstract:

Ongoing climate change poses serious threats to biodiversity conservation and the sustainability of ecosystems.

The project 'Revisiting local adaptation to climate change 90 years after' involves revisiting the famous studies of local adaptation to climate change initiated by Stanford Professor Dr. H. M. Hall in the 1920’s and continued by California botanists Jens C. Clausen, William M. Hiesey, and David D. Keck in the 30’s. They showed, for the first time in history, how species evolve and locally adapt to different environments.

Our objective is to examine how evolution and local adaptation changed during this last century of changing climate conditions in yarrow (Achillea millefolium), an idiomatic plant popular in traditional ecological knowledge and native medicine. Thanks to the support of California National Parks and Forests, iNaturalist platform and Stanford Educational Farm, we are running common garden experiments and comparing current results with data published by Clausen and colleagues.

The outcome of this research will help us understand plants’ evolutionary response and adaptation to climate change.

Additional Award Information:
Funder:Swiss National Science Foundation
Title:Ambizione

Maintenance

Maintenance:
Description:

At the moment, there is ongoing data collection envisaged.

Frequency:
Other Metadata

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