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Dataset

 

ESA Land Surface Temperature Climate Change Initiative (LST_cci): Monthly land surface temperature from MODIS (Moderate resolution Infra-red Spectroradiometer) on Terra, level 3 collated (L3C) global product (2000-2018), version 3.00

Update Frequency: Not Planned
Latest Data Update: 2022-05-11
Status: Completed
Online Status: ONLINE
Publication State: Citable
Publication Date: 2022-06-27
DOI Publication Date: 2022-06-28
Download Stats: last 12 months
Dataset Size: 452 Files | 1020GB

Abstract

This dataset contains monthly-averaged 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 monthly dataset starts from March 2000 and ends December 2018. There are minor interruptions (1-2 days) during satellite/instrument maintenance periods.

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.

Citable as:  Ghent, D.; Veal, K.; Perry, M. (2022): ESA Land Surface Temperature Climate Change Initiative (LST_cci): Monthly land surface temperature from MODIS (Moderate resolution Infra-red Spectroradiometer) on Terra, level 3 collated (L3C) global product (2000-2018), version 3.00. NERC EDS Centre for Environmental Data Analysis, 28 June 2022. doi:10.5285/32d7bc64c7b740e9ad7a43589ab91592. https://dx.doi.org/10.5285/32d7bc64c7b740e9ad7a43589ab91592
Abbreviation: Not defined
Keywords: land surface temperature, ESA, CCI

Details

Previous Info:
No news update for this record
Previously used record identifiers:
No related previous identifiers.
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).
Contact: data.lst-cci@acri-st.fr

Data Quality:
For information on the data quality see the associated LST_cci documentation
File Format:
Data are in NetCDF format

Process overview

This dataset was generated by a combination of instruments deployed on platforms and computations as detailed below.

Computation Element: 1

Title Derivation of ESA Land Surface Temperature Climate Change Initiative (LST_cci): Moderate resolution Infra-red Spectroradiometer (MODIS) on Terra level 3 collated (L3C) global product (2000-2018), version 3.00
Abstract For more information on the retrieval algorithm used see the documentation on the LST CCI webpage: https://climate.esa.int/sites/default/files/LST-CCI-D2.2-ATBD%20-%20i1r1%20-%20Algorithm%20Theoretical%20Basis%20Document.pdf
Input Description None
Output Description None
Software Reference None
Output Description

None

  • var_id: channel
  • units: microns
  • long_name: channel wavelength in microns
  • names: channel wavelength in microns
  • units: 1
  • var_id: lcc
  • long_name: land cover class
  • names: land cover class
  • units: kelvin
  • var_id: lst
  • long_name: land surface temperature
  • names: land surface temperature
  • units: kelvin
  • long_name: land surface temperature total uncertainty
  • var_id: lst_uncertainty
  • names: land surface temperature total uncertainty
  • units: kelvin
  • long_name: land surface temperature variance
  • var_id: variance
  • names: land surface temperature variance
  • var_id: n
  • long_name: number of clear-sky pixels
  • names: number of clear-sky pixels
  • units: degrees
  • long_name: satellite azimuth angle
  • var_id: sataz
  • names: satellite azimuth angle
  • units: degrees
  • long_name: satellite zenith angle
  • var_id: satze
  • names: satellite zenith angle
  • units: degrees
  • long_name: solar azimuth angle
  • var_id: solaz
  • names: solar azimuth angle
  • units: degrees
  • long_name: solar zenith angle
  • var_id: solze
  • names: solar zenith angle
  • units: seconds
  • long_name: time difference from reference time
  • var_id: dtime
  • names: time difference from reference time
  • units: kelvin
  • long_name: uncertainty from large-scale systematic errors
  • var_id: lst_unc_sys
  • names: uncertainty from large-scale systematic errors
  • units: kelvin
  • long_name: uncertainty from locally correlated errors on atmospheric scales
  • var_id: lst_unc_loc_atm
  • names: uncertainty from locally correlated errors on atmospheric scales
  • units: kelvin
  • long_name: uncertainty from locally correlated errors on surface scales
  • var_id: lst_unc_loc_sfc
  • names: uncertainty from locally correlated errors on surface scales
  • units: kelvin
  • long_name: uncertainty from uncorrelated errors
  • var_id: lst_unc_ran
  • names: uncertainty from uncorrelated errors

Co-ordinate Variables

  • units: degrees_north
  • standard_name: latitude
  • var_id: lat
  • long_name: latitude_coordinates
  • names: latitude, latitude_coordinates
  • units: degrees_east
  • standard_name: longitude
  • var_id: lon
  • long_name: longitude_coordinates
  • names: longitude, longitude_coordinates
  • standard_name: time
  • var_id: time
  • long_name: reference time of file
  • names: time, reference time of file
Coverage
Temporal Range
Start time:
2000-03-01T00:00:00
End time:
2018-12-31T23:59:59
Geographic Extent

 
90.0000°
 
-180.0000°
 
180.0000°
 
-90.0000°