Merged HLS2 and GEDI data for estimating above ground biomass with IBM's granite-geospatial-biomass model
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This dataset contains merged Harmonized Landsat-Sentinel 2 (HLS2) (L30 only) and Global Ecosystem Dynamics Investigation (GEDI) L4A data following CRS:4326. It has been assembled for estimating above ground biomass with a fine-tuned granite geospatial foundation model developed by IBM Research. Please see https://huggingface.co/ibm-granite/granite-geospatial-biomass for more information on data preparation and model use. HLS2—Masek, J., J. Ju, J. Roger, S. Skakun, E. Vermote, M. Claverie, J. Dungan, Z. Yin, B. Freitag, C. Justice. HLS Sentinel-2 MSI Surface Reflectance Daily Global 30m v2.0. 2021, distributed by NASA EOSDIS Land Processes DAAC, https://doi.org/10.5067/HLS/HLSS30.002 GEDI L4A—Dubayah, R.O., J. Armston, J.R. Kellner, L. Duncanson, S.P. Healey, P.L. Patterson, S. Hancock, H. Tang, M.A. Hofton, J.B. Blair, and S.B. Luthcke. 2021. GEDI L4A Footprint Level Aboveground Biomass Density, Version 1. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1907
本数据集包含合并后的协调型Landsat-Sentinel 2(Harmonized Landsat-Sentinel 2, HLS2,仅L30产品)与全球生态系统动态探测(Global Ecosystem Dynamics Investigation, GEDI)L4A数据,坐标系采用CRS:4326。本数据集专为地上生物量估算任务构建,配套使用IBM研究院开发的微调版花岗岩(granite)地理空间基础模型。如需了解数据制备与模型使用的详细信息,请访问https://huggingface.co/ibm-granite/granite-geospatial-biomass。 HLS2——Masek, J.、J. Ju、J. Roger、S. Skakun、E. Vermote、M. Claverie、J. Dungan、Z. Yin、B. Freitag、C. Justice. 《HLS Sentinel-2 MSI地表反射率每日全球30米v2.0》,2021年,由NASA EOSDIS陆地过程分布式活动档案中心(Land Processes DAAC)发布,DOI: 10.5067/HLS/HLSS30.002 GEDI L4A——Dubayah, R.O.、J. Armston、J.R. Kellner、L. Duncanson、S.P. Healey、P.L. Patterson、S. Hancock、H. Tang、M.A. Hofton、J.B. Blair、S.B. Luthcke. 2021年,《GEDI L4A足迹级地上生物量密度,版本1》,美国田纳西州橡树岭的橡树岭国家实验室分布式活动档案中心(ORNL DAAC)发布,DOI: 10.3334/ORNLDAAC/1907



