ESTIMATION OF CLIMATOLOGIES OF AVERAGE MONTHLY ...

URL: http://portal.igg.ac.mn/en/dataset/d19d1ae8-c346-4edd-9b7a-b1a010ad5917/resource/826ed117-330e-435d-b962-60aefe7893ed/download/remotesensing-11-02588-v2.pdf

The objective of this research was to develop a robust statistical model to estimate climatologies (2002–2017) of monthly average near-surface air temperature (Ta) over Mongolia using Moderate Resolution Imaging Spectroradiometer (MODIS) land surface temperature (LST) time series products and terrain parameters. Two regression models were analyzed in this study linking automatic weather station data (Ta) with Earth observation (EO) images: partial least squares (PLS) and random forest (RF).

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Data last updated November 25, 2020
Metadata last updated November 18, 2019
Created November 18, 2019
Format application/pdf
License Creative Commons Attribution
createdover 4 years ago
formatPDF
has viewsTrue
id826ed117-330e-435d-b962-60aefe7893ed
last modifiedover 3 years ago
mimetypeapplication/pdf
on same domainTrue
package idd19d1ae8-c346-4edd-9b7a-b1a010ad5917
revision id893bf8d7-5a62-479a-ac95-42c151698f34
size8 MiB
stateactive
url typeupload