Bu boşluk doldurulmuş Tasseled Cap Wetness (TCW) veri kümesi, Lobser ve Cohen (2007) tarafından tanımlanan Tasseled Cap denklemlerinin MODIS BRDF düzeltilmiş görüntülerine (MCD43B4) uygulanmasıyla oluşturulmuştur. Elde edilen veriler, bulut örtüsü gibi faktörlerden kaynaklanan eksik verileri ortadan kaldırmak için Weiss ve diğerleri (2014) tarafından belirtilen yaklaşımla doldurulmuştur. Boşluk doldurma işleminden sonra, geçerli değerler elde etmek için veriler [-1, 2] eşiklerine göre kırpıldı.
Boşlukları doldurulmuş 8 günlük ~1 km çıkışlar, aylık ve yıllık ürünler oluşturmak için zamansal olarak toplanır.
Bantlar
Piksel Boyutu 5.000 metre
Bantlar
Ad
Min.
Maks.
Piksel Boyutu
Açıklama
Mean
-0,84*
0,96*
metre
Her bir toplu piksel için Tasseled Cap Wetness'ın ortalama değeri.
Weiss, D.J., P.M. Atkinson, S. Bhatt, B. Mappin, S.I. Hay & P.W. Gething
(2014) An effective approach for gap-filling continental scale remotely
sensed time-series. ISPRS Journal of Photogrammetry and Remote Sensing,
98, 106-118.
doi:10.1016/j.isprsjprs.2014.10.001
Lobser, S.E. & Cohen, W.B. (2007) MODIS tasselled cap: land cover
characteristics expressed through transformed MODIS data. International
Journal of Remote Sensing, 28, 5079-5101.
Bu boşluk doldurulmuş Tasseled Cap Wetness (TCW) veri kümesi, Lobser ve Cohen (2007) tarafından tanımlanan Tasseled Cap denklemlerinin MODIS BRDF düzeltilmiş görüntülerine (MCD43B4) uygulanmasıyla oluşturulmuştur. Elde edilen veriler, bulut örtüsü gibi faktörlerden kaynaklanan eksik verileri ortadan kaldırmak için Weiss ve diğerleri (2014) tarafından özetlenen yaklaşımla boşluk doldurma işlemine tabi tutuldu. …
[null,null,[],[],[],null,["info\n\n\nThis dataset is part of a Publisher Catalog, and not managed by Google Earth Engine.\n\nContact [The Malaria Atlas Project](/earth-engine/datasets/catalog/data.malariaatlas.org@thekids.org.au)\n\nfor bugs or [view more datasets](https://developers.google.com/earth-engine/datasets/publisher/malariaatlasproject)\nfrom the The Malaria Atlas Project Catalog. [Learn more about Publisher datasets](/earth-engine/datasets/publisher). \n[](https://data.malariaatlas.org) \n\nCatalog Owner\n: The Malaria Atlas Project\n\nDataset Availability\n: 2001-02-01T00:00:00Z--2024-12-01T00:00:00Z\n\nDataset Provider\n:\n\n\n [The Malaria Atlas Project](https://www.malariaatlas.org)\n\nContact\n: [The Malaria Atlas Project](/earth-engine/datasets/catalog/data.malariaatlas.org@thekids.org.au)\n\nCadence\n: 1 Month\n\nTags\n:\n[malariaatlasproject](/earth-engine/datasets/tags/malariaatlasproject) [map](/earth-engine/datasets/tags/map) [publisher-dataset](/earth-engine/datasets/tags/publisher-dataset) [tasseled-cap](/earth-engine/datasets/tags/tasseled-cap) [tcw](/earth-engine/datasets/tags/tcw) [vegetation](/earth-engine/datasets/tags/vegetation) [vegetation-indices](/earth-engine/datasets/tags/vegetation-indices) \n\nDescription \nThis gap-filled Tasseled Cap Wetness (TCW) dataset was created by applying\nthe tasseled-cap equations defined in Lobser and Cohen (2007) to\nMODIS BRDF-corrected imagery (MCD43B4). The resulting data were\ngap-filled using the approach outlined in Weiss et al. (2014) to eliminate\nmissing data caused by factors such as cloud cover. After gap-filling the data was clipped to thresholds of \\[-1, 2\\] to ensure valid values.\n\nThe gap-filled 8-daily \\~1km outputs are then aggregated temporally to produce monthly and annual products.\n\nBands\n\n\n**Pixel Size**\n\n5000 meters\n\n**Bands**\n\n| Name | Min | Max | Pixel Size | Description |\n|--------|---------|--------|------------|-------------------------------------------------------------------|\n| `Mean` | -0.84\\* | 0.96\\* | meters | The mean value of Tasseled Cap Wetness for each aggregated pixel. |\n\n\\* estimated min or max value\n\nTerms of Use\n\n**Terms of Use**\n\n[CC-BY-NC-SA-4.0](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html)\n\nCitations \nCitations:\n\n- Weiss, D.J., P.M. Atkinson, S. Bhatt, B. Mappin, S.I. Hay \\& P.W. Gething\n (2014) An effective approach for gap-filling continental scale remotely\n sensed time-series. ISPRS Journal of Photogrammetry and Remote Sensing,\n 98, 106-118.\n [doi:10.1016/j.isprsjprs.2014.10.001](https://doi.org/10.1016/j.isprsjprs.2014.10.001)\n- Lobser, S.E. \\& Cohen, W.B. (2007) MODIS tasselled cap: land cover\n characteristics expressed through transformed MODIS data. International\n Journal of Remote Sensing, 28, 5079-5101.\n\nExplore with Earth Engine **Important:** Earth Engine is a platform for petabyte-scale scientific analysis and visualization of geospatial datasets, both for public benefit and for business and government users. Earth Engine is free to use for research, education, and nonprofit use. To get started, please [register for Earth Engine access.](https://console.cloud.google.com/earth-engine)\n\nCode Editor (JavaScript) \n\n```javascript\nvar dataset = ee.ImageCollection('projects/malariaatlasproject/assets/TCW_v061/1km/Monthly')\n .filter(ee.Filter.date('2022-01-01', '2022-12-31'));\nvar means = dataset.select('Mean');\nvar visParams = {\n min: -0.6,\n max: 0.5,\n palette: ['ffffff','fcd163','99b718','66a000','3e8601','207401','056201','004c00','011301'],\n};\nMap.setCenter(0, 0, 2);\nMap.addLayer(means, visParams, 'Monthly TCW: Malaria Atlas Project Gap-Filled Tasseled Cap Wetness');\n```\n[Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/malariaatlasproject/projects_malariaatlasproject_assets_TCW_v061_1km_Monthly) \n[TCW: Malaria Atlas Project Gap-Filled Tasseled Cap Wetness (Monthly 1km)](/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_TCW_v061_1km_Monthly) \nThis gap-filled Tasseled Cap Wetness (TCW) dataset was created by applying the tasseled-cap equations defined in Lobser and Cohen (2007) to MODIS BRDF-corrected imagery (MCD43B4). The resulting data were gap-filled using the approach outlined in Weiss et al. (2014) to eliminate missing data caused by factors such as cloud cover. ... \nprojects/malariaatlasproject/assets/TCW_v061/1km/Monthly, malariaatlasproject,map,publisher-dataset,tasseled-cap,tcw,vegetation,vegetation-indices \n2001-02-01T00:00:00Z/2024-12-01T00:00:00Z \n-90 -180 90 180 \nGoogle Earth Engine \nhttps://developers.google.com/earth-engine/datasets\n\n- [](https://doi.org/https://www.malariaatlas.org)\n- [](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_TCW_v061_1km_Monthly)"]]
