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# System prepended metadata

title: 'Title of Dataset:'

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# Title of Dataset:

Magnitude-duration relationships of physiological sensitivity and environmental exposure improve climate change vulnerability assessments.

## Description of the Data and file structure

Data tables (.csv, .dbf, or .txt) and R scripts (.R) are provided. Data tables are stored within the following subdirectories:
- nwis_site_summary (.csv file): Input for computation of stream temperatures.
- nwis_warming_v01 (.csv file): Input for computation of stream temperatures.
- rezende_TDT_parameters_v01 (.csv file): Input for computation of warming tolerance.
- data_nwis_v01 (subdirectory): Input for computation of warming tolerance.
- data_WTcycle_v01 (subdirectory): Output warming tolerance.
- data_WTexceed_v01 (subdirectory): Output warming tolerance.
- data_warmTol_v01 (subdirectory): Output warming tolerance.
- data_warmTol_summary_v01 (subdirectory): Input for maxent models.
- data_maxent_ichthymaps_v01 (subdirectory): Input for maxent models.
- data_maxent_predictors_natureserve_v01 (subdirectory): Input for maxent models.
- data_maxent_predictors_nhd_v01 (subdirectory): Input for maxent models.
- data_maxent_predictors_streamcat_v01 (subdirectory): Input for maxent models.
- data_maxent_preditors_nsi_v01 (subdirectory): Input for maxent models.
- data_maxent_formulas_v01 (subdirectory): Output from maxent models.
- data_maxent_projections_v01 (subdirectory): Output from maxent models.

Twenty two R scripts are provided. These scripts use aforementioned data tables as inputs and/or build the aforementioned data tables as outputs. To run these scripts, (1) change file the file paths to your local working directory and (2) run scripts in order of script name (i.e., code01_XXX.R, code02_XXX.R, code03_XXX.R). 

## Sharing/access Information

Aforementioned input data were acquired from the following open sources:
- USGS National Water Information System: 15-minute water temperature data from 66 study sites.
- Rezende et al. 2014. Functional Ecology 28, 799-809: Thermal sensitivity parameters for 4 study species.
- IchthyMaps: occurrence records for maxent species distribution models
- National Hydrography Dataset: environmental predictors for maxent species distribution models.
- National Stream Internet: environmental predictors for maxent species distribution models.
- StreamCat: environmental predictors for maxent species distribution models.
- Natureserve Digital Distribution of Native U.S. Fishes by Watershed: environmental predictors for maxent species distribution models.