Phenological dataset for ecological forecasting - PheDEF - Landsat image subsets and derived vegetation indices
DOI: 10.4121/9e6b4bca-f3d3-40f3-a8f5-4f71f7790c2f
Datacite citation style
Dataset
Categories
Geolocation
Time coverage 2020-01-01 until 2025-05-31
Licence CC BY 4.0
Interoperability
This dataset is part of a data collection that combines phenology and climate data from multiple sources in two tropical forest ecosystems, a moist semi-deciduous and a dry semi-deciduous forest, that can be used for machine learning applications in climate, forests, and biodiversity conservation at community and landscape scales. The dataset includes Landsat satellite image subsets and derived indices.
Images were downloaded using the Earth Explorer Python API. Individual bands were stacked and cropped to the study area.
To calculate the vegetation indices, bands were scaled using the scaling Factor SR = (DN * 0.0000275) - 0.2 as described in the Landsat8-9, Collection2 Level2 Science Product Guide. Indices were then multiplied by 10000, and the datatype was set to int16.
We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS).
History
- 2025-08-13 first online, published, posted
Publisher
4TU.ResearchDataFormat
.tif - int16Funding
- Lacuna Fund (grant code 19497.62 Grantee 90) [more info...] Lacuna Fund
Organizations
University of Twente, Faculty of Geo-Information Science and Earth Observation, Department of Geo-information ProcessingUniversity of Energy and Natural Resources, School of Sciences, Department of Biological Sciences, Sunyani, Ghana
DATA
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BFMS_LC09_L2SP_20220106_cog.tif - 519,958 bytesMD5:
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BFMS_LC09_L2SP_20220113_cog.tif - 5,973,504 bytesMD5:
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BFMS_LC09_L2SP_20220122_cog.tif - 53,183 bytesMD5:
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BFMS_LC09_L2SP_20220129_cog.tif - 182,548 bytesMD5:
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BFMS_LC09_L2SP_20220214_cog.tif - 5,966,662 bytesMD5:
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BFMS_LC09_L2SP_20220311_cog.tif - 6,599,434 bytesMD5:
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BFMS_LC09_L2SP_20220530_cog.tif - 151,663 bytesMD5:
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BFMS_LC09_L2SP_20221113_cog.tif - 243,273 bytesMD5:
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BFMS_LC09_L2SP_20221215_cog.tif - 162,930 bytesMD5:
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BFMS_LC09_L2SP_20221231_cog.tif - 5,920,746 bytesMD5:
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BFMS_LC09_L2SP_20230109_cog.tif - 283,832 bytesMD5:
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BFMS_LC09_L2SP_20230116_cog.tif - 5,977,227 bytesMD5:
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BFMS_LC09_L2SP_20230125_cog.tif - 5,943,571 bytesMD5:
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BFMS_LC09_L2SP_20230210_cog.tif - 5,990,628 bytesMD5:
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BFMS_LC09_L2SP_20230314_cog.tif - 6,197,915 bytesMD5:
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BFMS_LC09_L2SP_20230330_cog.tif - 58,010 bytesMD5:
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BFMS_LC09_L2SP_20230517_cog.tif - 168,837 bytesMD5:
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BFMS_LC09_L2SP_20230524_cog.tif - 5,981,498 bytesMD5:
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BFMS_LC09_L2SP_20231109_cog.tif - 34,689 bytesMD5:
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BFMS_LC09_L2SP_20231218_cog.tif - 205,109 bytesMD5:
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BFMS_LC09_L2SP_20240103_cog.tif - 137,398 bytesMD5:
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BFMS_LC09_L2SP_20241111_cog.tif - 99,336 bytesMD5:
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BFR_LC08_L2SP_20140313_cog.tif - 1,096,109 bytesMD5:
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BFR_LC08_L2SP_20150417_cog.tif - 1,064,398 bytesMD5:
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BFR_LC08_L2SP_20151229_cog.tif - 899,276 bytesMD5:
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BFR_LC08_L2SP_20160215_cog.tif - 1,049,818 bytesMD5:
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BFR_LC08_L2SP_20190311_cog.tif - 1,105,605 bytesMD5:
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BFR_LC08_L2SP_20190428_cog.tif - 986,511 bytesMD5:
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BFR_LC08_L2SP_20191208_cog.tif - 1,132,106 bytesMD5:
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BFR_LC08_L2SP_20191224_cog.tif - 904,651 bytesMD5:
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BFR_LC08_L2SP_20200109_cog.tif - 949,217 bytesMD5:
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BFR_LC08_L2SP_20200125_cog.tif - 994,087 bytesMD5:
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BFR_LC08_L2SP_20200329_cog.tif - 1,124,319 bytesMD5:
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BFR_LC08_L2SP_20200414_cog.tif - 988,272 bytesMD5:
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BFR_LC08_L2SP_20200430_cog.tif - 948,192 bytesMD5:
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BFR_LC08_L2SP_20200804_cog.tif - 1,142,945 bytesMD5:
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BFR_LC08_L2SP_20201210_cog.tif - 1,103,742 bytesMD5:
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BFR_LC08_L2SP_20201226_cog.tif - 1,113,640 bytesMD5:
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BFR_LC08_L2SP_20210519_cog.tif - 1,117,133 bytesMD5:
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BFR_LC08_L2SP_20220215_cog.tif - 963,250 bytesMD5:
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BFR_LC08_L2SP_20220303_cog.tif - 1,073,612 bytesMD5:
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BFR_LC08_L2SP_20230202_cog.tif - 950,840 bytesMD5:
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BFR_LC08_L2SP_20231203_cog.tif - 951,907 bytesMD5:
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BFR_LC08_L2SP_20240120_cog.tif - 944,614 bytesMD5:
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BFR_LC08_L2SP_20240221_cog.tif - 964,455 bytesMD5:
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BFR_LC08_L2SP_20240324_cog.tif - 1,082,855 bytesMD5:
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BFR_LC08_L2SP_20240425_cog.tif - 1,063,986 bytesMD5:
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BFR_LC08_L2SP_20240511_cog.tif - 1,081,306 bytesMD5:
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BFR_LC08_L2SP_20241103_cog.tif - 1,088,872 bytesMD5:
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BFR_LC08_L2SP_20241119_cog.tif - 1,053,951 bytesMD5:
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BFR_LC08_L2SP_20241205_cog.tif - 972,985 bytesMD5:
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BFR_LC08_L2SP_20241221_cog.tif - 1,080,975 bytesMD5:
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BFR_LC08_L2SP_20250106_cog.tif - 1,017,633 bytesMD5:
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BFR_LC08_L2SP_20250122_cog.tif - 1,096,865 bytesMD5:
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BFR_LC08_L2SP_20250207_cog.tif - 962,188 bytesMD5:
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BFR_LC08_L2SP_20250327_cog.tif - 1,083,932 bytesMD5:
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BFR_LC09_L2SP_20211205_cog.tif - 930,939 bytesMD5:
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BFR_LC09_L2SP_20211221_cog.tif - 1,033,953 bytesMD5:
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BFR_LC09_L2SP_20220106_cog.tif - 924,611 bytesMD5:
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BFR_LC09_L2SP_20220122_cog.tif - 1,005,361 bytesMD5:
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BFR_LC09_L2SP_20220311_cog.tif - 1,156,633 bytesMD5:
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BFR_LC09_L2SP_20220530_cog.tif - 1,062,343 bytesMD5:
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BFR_LC09_L2SP_20221208_cog.tif - 1,097,320 bytesMD5:
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BFR_LC09_L2SP_20230109_cog.tif - 981,268 bytesMD5:
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BFR_LC09_L2SP_20230125_cog.tif - 956,591 bytesMD5:
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BFR_LC09_L2SP_20230210_cog.tif - 1,125,102 bytesMD5:
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BFR_LC09_L2SP_20230314_cog.tif - 1,067,141 bytesMD5:
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BFR_LC09_L2SP_20230330_cog.tif - 1,123,007 bytesMD5:
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BFR_LC09_L2SP_20230517_cog.tif - 1,146,599 bytesMD5:
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BFR_LC09_L2SP_20231109_cog.tif - 1,081,079 bytesMD5:
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BFR_LC09_L2SP_20231211_cog.tif - 894,063 bytesMD5:
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BFR_LC09_L2SP_20240213_cog.tif - 955,784 bytesMD5:
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BFR_LC09_L2SP_20240316_cog.tif - 1,105,671 bytesMD5:
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BFR_LC09_L2SP_20240401_cog.tif - 1,031,522 bytesMD5:
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BFR_LC09_L2SP_20240417_cog.tif - 1,065,786 bytesMD5:
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BFR_LC09_L2SP_20240519_cog.tif - 978,201 bytesMD5:
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BFR_LC09_L2SP_20241111_cog.tif - 1,102,421 bytesMD5:
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BFR_LC09_L2SP_20241127_cog.tif - 1,086,179 bytesMD5:
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BFR_LC09_L2SP_20241213_cog.tif - 1,050,226 bytesMD5:
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BFR_LC09_L2SP_20241229_cog.tif - 937,573 bytesMD5:
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BFR_LC09_L2SP_20250114_cog.tif - 1,104,928 bytesMD5:
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BFR_LC09_L2SP_20250215_cog.tif - 1,130,574 bytesMD5:
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BFR_LC09_L2SP_20250404_cog.tif - 781,608,669 bytesMD5:
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