ARC-Lake v2.0 data products released on this website. (Please note that the Edinburgh DataShare (http://hdl.handle.net/10283/88 still hosts the v1.1.2 data.)
ARC-Lake Database and lake-mean LSWT products available at Google Fusion Tables (See Data Visualizations for details)
New versions (v1.1.2) of some averaged data products released (see ARC-Lake DPD doc for details)
31/03/2011
New versions (v1.1.1) of some averaged data products released (see ARC-Lake DPD doc for details)
The latest version of official data products (v2.0) from the ARC-Lake project are now available for download. Please note that the documentation on this site refers to the v1.1 products but is still largely applicable. Documentation for v2.0 products will be uploaded soon.
ARC-Lake v2.0 data products may be downloaded and used freely, but we ask that the dataset is referenced if used in any publications. Please reference as:
MacCallum, S. N., and Merchant, C. J. (2011). ARC-Lake v1.1, 1995-2009 [Dataset]. University of Edinburgh, School of GeoSciences / European Space Agency, http://hdl.handle.net/10283/88
The methodolgy used to create these data products is outlined in the following paper:
MacCallum, S. N. and C. J. Merchant (2012), Surface Water Temperature Observations of Large Lakes by Optimal Estimation, Can J Remote Sensing, 38(1), 25 - 45. doi:10.5589/m12-010.
Available online
A number of different types of data product are available, from gridded observations on a lake-by-lake basis to
global climatology. Data products derived from spatially complete reconstructions are available alongside those
derived directly from the ARC-Lake observations. A summary of the possible variants is given below. Note that not all
possible combinations are availble.
We ask that you e-mail if you download ARC-Lake data, indicating your intended usage. This is in order that we can monitor our number of users and keep you informed about how to cite the data in any publications.
This document also includes the list of lakes and their corresponding lake IDs. This list can also be found in the Target Lakes section of this website.
Data are available for download in a set of zip archives, containing multiple data products. A full listing of the contents of each zip archive is given in the ARCLake Data Product File Lists document (ARC-Lake DPFL).
Supplementary documents describing the methods used, lake definition, and validation results for v1.0 observations are also available:
ARC-Lake v2.0 data products have been generated for all Phase One lakes, for the ATSR1/ATSR2/AATSR time period (1991-2011). They are available for download through the links on this page.
The per-lake data may also be downloaded via the ARC-Lake database.
This enables the available per-lake data to be searched by lat, lon, country, etc.
The per-lake data may also be downloaded via the map below.
Lake-mean LSWT products are also available for quick-look visualizations at Google Fusion Tables. See Data Visualizations for details.
There are four possible file name formats, each of which shares a common naming convention across the first 16 characters. The four file name formats and the types of files to which they apply are given in Table 2. The meanings of the file name components are outlined in Table 3.
Table 2. ARC-Lake file name formats and a summary of associated file types.
File Name Format
Product Types
AAAABBBB_CCDDDEF.nc
Unaveraged per-lake observations and reconstructions
AAAABBBB_CCDDDEF_GGGGHHII.nc
Unaveraged daily global observations
AAAABBBB_CCDDDEF_JJKKKLL.nc
All per-lake averaged products (e.g. climatology) and lake-mean global products
AAAABBBB_CCDDDEF_JJKKKLL_MMNN_OOPP.nc
Spatially resolved global climatology products
Table 3. Description of components of ARC-Lake file names.
Data files containing observations for all lakes for a single day. DG products are available in four separate zip archives, containing zipped NetCDF files. These four zip archives cover all combinations of ATSR2/AATSR and Day/Night.
Data files containing climatology for all lakes. Also includes time-series of temporally averaged data for lake means. Data files are derived from observations and spatially complete reconstructions.
PL products for each instrument for each of the Phase One lakes are also available for download (from the table below). There are up to 62 files available for each lake, one for each available combination of parameters outlined in table 1. The data files for each lake are available for download as a single zip archive, by clicking on the lake ID in the table below.
Basic code for reading in the NetCDF files is available for IDL and MATLAB. These functions will read the entire contents of the named NetCDF file, returning them as a structure. In both cases, the data is read in using the same function call:
Please note that this is limited by Excel's memory limitations so is not recommended for large files (e.g. spatially resolved time-series products for the Caspian Sea).