Dataset
ESA Land Surface Temperature Climate Change Initiative (LST_cci): Daily land surface temperature from MODIS (Moderate resolution Infra-red Spectroradiometer) on Terra, level 3 collated (L3C) global product (2000-2021), version 4.00
Abstract
This dataset contains daily land surface temperatures (LSTs) and their uncertainty estimates from the Moderate Resolution Imaging Spectroradiometer (MODIS) on Earth Observing System – Terra (Terra). Satellite land surface temperatures are skin temperatures which means, for example, the temperature of the ground surface in bare soil areas, the temperature of the canopy over forests, and a mix of the soil and leaf temperature over sparse vegetation. The skin temperature is an important variable when considering surface fluxes of, for instance, heat and water.
Daytime and night-time temperatures are provided in separate files corresponding to the morning and evening Terra equator crossing times which are 10:30 and 22:30 local solar time. Per pixel uncertainty estimates are given in two forms, first, an estimate of the total uncertainty for the pixel and second, a breakdown of the uncertainty into components by correlation length. Also provided in the files, on a per pixel basis, are the observation time, the satellite viewing and solar geometry angles, a quality flag, and land cover class.
The dataset coverage is global over the land surface. LSTs are provided on a global equal angle grid at a resolution of 0.01° longitude and 0.01° latitude. MODIS achieves full Earth coverage nearly twice per day so the daily files have small gaps primarily close to the equator where the surface is not covered by the satellite swath on that day. Furthermore, LSTs are not produced where clouds are present since under these circumstances the IR radiometer observes the cloud top which is usually much colder than the surface.
The daily dataset starts from 24th February 2000 and ends 31st December 2021. There are minor interruptions (1-2 days) during satellite/instrument maintenance periods.
In Version 4.00 the time series has been extended to 2021. The emissivities used in the retrieval come from the Combined ASTER and MODIS Emissivity over Land (CAMEL) Version 2 database; in Version 4.00 a climatology is used since there are temporal instabilities in the CAMEL time series.
The dataset was produced by the University of Leicester (UoL) and LSTs were retrieved using a generalised split window retrieval algorithm and data were processed in the UoL processing chain.
The dataset was produced as part of the ESA Land Surface Temperature Climate Change Initiative which strives to improve satellite datasets to Global Climate Observing System (GCOS) standards.
Details
| Previous Info: |
No news update for this record
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| Previously used record identifiers: |
No related previous identifiers.
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| Access rules: |
Public data: access to these data is available to both registered and non-registered users.
Use of these data is covered by the following licence(s): https://artefacts.ceda.ac.uk/licences/specific_licences/esacci_lst_terms_and_conditions.pdf When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record. |
| Data lineage: |
The data record has been produced by the University of Leicester working within the ESA Land Surface Temperature Climate Change Initiative (LST_cci), and supplied for archiving at the Centre for Environmental Data Analysis (CEDA). |
| Data Quality: |
For information on the data quality see the associated LST_cci documentation
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| File Format: |
Data are in NetCDF format
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Related Documents
| ESA LST_cci webpages |
Process overview
Instrument/Platform pairings
| Moderate Resolution Imaging Spectroradiometer (MODIS) | Deployed on: Terra Satellite, part of the Earth Observation System Morning Constellation (EOS-AM) |
Computation Element: 1
| Title | Derivation of ESA Land Surface Temperature Climate Change Initiative (LST_cci): Daily Moderate resolution Infra-red Spectroradiometer (MODIS) on Terra level 3 collated (L3C) global product (2000-2021), version 4.00 |
| Abstract | For more information on the retrieval algorithm used see the documentation on the LST CCI webpage: https://climate.esa.int/en/projects/land-surface-temperature/ |
| Input Description | None |
| Output Description | None |
| Software Reference | None |
| Output Description | None |
- units: kelvin
- var_id: t2m
- long_name: 2m air temperature
- var_id: qual_flag
- long_name: Quality Flags
- var_id: channel
- units: microns
- long_name: channel wavelength in microns
- units: 1
- var_id: lcc
- long_name: land cover class
- units: kelvin
- var_id: lst
- long_name: land surface temperature
- units: kelvin
- long_name: land surface temperature total uncertainty
- var_id: lst_uncertainty
- units: 1
- var_id: ndvi
- long_name: normalized difference vegetation index
- var_id: n
- long_name: number of clear-sky pixels
- long_name: number of cloudy pixels
- var_id: ncld
- units: degrees
- long_name: satellite azimuth angle
- var_id: sataz
- units: degrees
- long_name: satellite zenith angle
- var_id: satze
- units: kelvin
- var_id: skt
- long_name: skin temperature
- units: degrees
- long_name: solar azimuth angle
- var_id: solaz
- units: degrees
- long_name: solar zenith angle
- var_id: solze
- units: 1
- long_name: surface emissivity
- var_id: emis
- units: seconds
- long_name: time difference from reference time
- var_id: dtime
- units: kelvin
- long_name: uncertainty from large-scale systematic errors
- var_id: lst_unc_sys
- units: kelvin
- long_name: uncertainty from locally correlated errors on atmospheric scales
- var_id: lst_unc_loc_atm
- units: kelvin
- long_name: uncertainty from locally correlated errors on surface scales
- var_id: lst_unc_loc_sfc
- units: kelvin
- long_name: uncertainty from uncorrelated errors
- var_id: lst_unc_ran
Co-ordinate Variables
- units: degrees_north
- standard_name: latitude
- var_id: lat
- long_name: latitude_coordinates
- units: degrees_east
- standard_name: longitude
- var_id: lon
- long_name: longitude_coordinates
- standard_name: time
- var_id: time
- units: seconds
- long_name: reference time of file
Temporal Range
2000-02-24T00:00:00
2021-12-31T23:59:59
Geographic Extent
90.0000° |
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-180.0000° |
180.0000° |
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-90.0000° |