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  • 大小: 67KB
    文件類型: .zip
    金幣: 2
    下載: 0 次
    發布日期: 2021-05-13
  • 語言: Python
  • 標簽: starfm??python??

資源簡介

starfm算法,python實現
It is recommended to use the Anaconda distribution for Python 3. Run the below code from the Anaconda prompt by replacing myenv with a name of your choice. For the full list of requirements, check the requirements file.

conda create -n myenv dask rasterio zarr matplotlib

資源截圖

代碼片段和文件信息

import?numpy?as?np



#?Set?the?size?of?the?moving?window?in?which?the?search?for?similar?pixels?
#?is?performed
windowSize?=?31

#?Set?the?path?where?the?results?should?be?stored
path?=?‘STARFM_demo/‘

#?Set?to?True?if?you?want?to?decrease?the?sensitivity?to?the?spectral?distance
logWeight?=?False

#?If?more?than?one?training?pairs?are?used?set?to?True
temp?=?False

#?The?spatial?impact?factor?is?a?constant?defining?the?relative?importance?of?
#?spatial?distance?(in?meters)
#?Take?a?smaller?value?of?the?spatial?impact?factor?for?heterogeneous?regions?
#?(e.g.?A?=?150?m)
spatImp?=?150?

#?increasing?the?number?of?classes?limits?the?number?of?similar?pixels
numberClass?=?4?

#?Set?the?uncertainty?value?for?the?fine?resolution?sensor
#?https://earth.esa.int/web/sentinel/technical-guides/sentinel-2-msi/performance?
uncertaintyFineRes?=?0.03

#?Set?the?uncertainty?value?for?the?coarse?resolution?sensor
#?https://sentinels.copernicus.eu/web/sentinel/technical-guides/sentinel-3-olci/validation
uncertaintyCoarseRes?=?0.03

#?Other?global?variables
mid_idx?=?(windowSize**2)//2
specUncertainty?=?np.sqrt(uncertaintyFineRes**2?+?uncertaintyCoarseRes**2)
tempUncertainty?=?np.sqrt(2*uncertaintyCoarseRes**2)

#?Set?the?size?of?the?slices?in?which?to?divide?the?image
#?This?number?should?be?multiple?of?the?image?height?and?not?bigger?than?it
#?Use?bigger?size?for?small?images
sizeSlices?=?150






?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2019-11-27?18:01??starfm4py-master\
?????文件???????35149??2019-11-27?18:01??starfm4py-master\LICENSE
?????文件????????3855??2019-11-27?18:01??starfm4py-master\README.md
?????目錄???????????0??2019-11-27?18:01??starfm4py-master\Tests\
?????目錄???????????0??2019-11-27?18:01??starfm4py-master\Tests\Test_1\
?????文件??????180904??2019-11-27?18:01??starfm4py-master\Tests\Test_1\sim_Landsat_t1.tif
?????文件??????180906??2019-11-27?18:01??starfm4py-master\Tests\Test_1\sim_Landsat_t2.tif
?????文件??????180917??2019-11-27?18:01??starfm4py-master\Tests\Test_1\sim_MODIS_t1.tif
?????文件??????180918??2019-11-27?18:01??starfm4py-master\Tests\Test_1\sim_MODIS_t2.tif
?????目錄???????????0??2019-11-27?18:01??starfm4py-master\Tests\Test_2\
?????文件??????180904??2019-11-27?18:01??starfm4py-master\Tests\Test_2\sim_Landsat_t1.tif
?????文件??????171280??2019-11-27?18:01??starfm4py-master\Tests\Test_2\sim_Landsat_t4.tif
?????文件??????180920??2019-11-27?18:01??starfm4py-master\Tests\Test_2\sim_MODIS_t1.tif
?????文件??????180941??2019-11-27?18:01??starfm4py-master\Tests\Test_2\sim_MODIS_t4.tif
?????目錄???????????0??2019-11-27?18:01??starfm4py-master\Tests\Test_3\
?????文件???????50378??2019-11-27?18:01??starfm4py-master\Tests\Test_3\sim_Landsat_t1.tif
?????文件??????180907??2019-11-27?18:01??starfm4py-master\Tests\Test_3\sim_Landsat_t4.tif
?????文件??????180935??2019-11-27?18:01??starfm4py-master\Tests\Test_3\sim_MODIS_t1.tif
?????文件??????180925??2019-11-27?18:01??starfm4py-master\Tests\Test_3\sim_MODIS_t4.tif
?????文件????????2410??2019-11-27?18:01??starfm4py-master\Tests\test.py
?????文件?????????329??2019-11-27?18:01??starfm4py-master\citation.bib
?????文件????????1455??2019-11-27?18:01??starfm4py-master\parameters.py
?????文件????????2991??2019-11-27?18:01??starfm4py-master\requirements.txt
?????文件????????8035??2019-11-27?18:01??starfm4py-master\starfm4py.py

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