SMAP-HydroBlocks: Hyper-resolution satellite-based soil moisture over the continental United States
Creators
- 1. Department of Civil and Environmental Engineering, Princeton University
- 2. Department of Civil and Environmental Engineering, Duke University
- 3. School of Geography and Environmental Science, Southampton University
- 4. Atmospheric Sciences Research Center, University at Albany, State University of New York, Albany
Description
SMAP-HydroBlocks (SMAP-HB) is a hyper-resolution satellite-based surface soil moisture product that combines NASA's Soil Moisture Active-Passive (SMAP) L3 Enhance product, hyper-resolution land surface modeling, radiative transfer modeling, machine learning, and in-situ observations. The original dataset was developed over the continental United States at 30-m 3-hourly resolution (2015–2019). This dataset is an aggregated product and is available for download at a 1-km 6-hr resolution. Visualization is available at https://waterai.earth/smaphb/, and subsets of the original dataset are available on request from Noemi Vergopolan (noemi.v.rocha@gmail.com). The SMAP-HB dataset reports the top 5-cm surface soil moisture in volumetric units (m3/m3). The files have a Plate Carrée projection and are stored in netCDF4 format.
Please cite the following paper when using the dataset in any publication:
Vergopolan, N., Chaney, N. W., Beck, H. E., Pan, M., Sheffield, J., Chan, S., & Wood, E. F. (2020). Combining hyper-resolution land surface modeling with SMAP brightness temperatures to obtain 30-m soil moisture estimates. Remote Sensing of Environment, 242, 111740. https://doi.org/10.1016/j.rse.2020.111740
To download all the files via command line, please try zenodo_get:
pip install zenodo-get
zenodo_get 4441212
Files
README.txt
Files
(33.7 GB)
| Name | Size | Download all |
|---|---|---|
|
md5:6b5d881d9de0065d2376974710726ce5
|
1.2 kB | Preview Download |
|
md5:93b59ff5ecc9d0bc2ba89b50b9b0674f
|
59.9 MB | Download |
|
md5:bcee3d9d7b7c2e5bd5fee3595899d654
|
619.1 MB | Download |
|
md5:caa094c107d7e3a7bc6c3ba4f68facb0
|
581.5 MB | Download |
|
md5:5eb0eb950f78c7da459318388e44059d
|
592.7 MB | Download |
|
md5:f239fcac993a8bf52b097f38e2109777
|
644.2 MB | Download |
|
md5:084ca17ca537d6e26869a66e26045855
|
646.8 MB | Download |
|
md5:903ec5ec031cd5c97628b9e6c2cc7d4e
|
629.1 MB | Download |
|
md5:81c808bee694ff86b15207e506d59261
|
645.5 MB | Download |
|
md5:1473b56453773d6266362f3c4a0769ad
|
592.8 MB | Download |
|
md5:8fffae2f3ee9f6868052295907acb5bf
|
527.7 MB | Download |
|
md5:b89ab07fbd3ef7f98e95c7f81b65a571
|
517.6 MB | Download |
|
md5:cb8ad1600a7588d9b26be05ff527aa92
|
539.8 MB | Download |
|
md5:31965383f2f9eb83d0c412e790b2d343
|
637.5 MB | Download |
|
md5:d1befcbf43c714e49d9b52466ad39a98
|
597.5 MB | Download |
|
md5:1193bb91c715089dfce58e3f38098d1b
|
621.7 MB | Download |
|
md5:c122a7b4ad7b2242626b76a714c35e57
|
634.1 MB | Download |
|
md5:563c4fd5ef17229ba12e539e3f4f0741
|
651.8 MB | Download |
|
md5:526f67861cf7192bccfb353fe3621850
|
634.9 MB | Download |
|
md5:868ff93cf4cfddcf69e02c78f80fcd7f
|
573.7 MB | Download |
|
md5:f5cb8e33b678205b549d58e90e4da29b
|
643.3 MB | Download |
|
md5:bcd19f58cd1ec2fab9ff0c823a10abfc
|
616.7 MB | Download |
|
md5:bac0118f98ff4c525f50aaf38f93b8ed
|
544.9 MB | Download |
|
md5:d3310c9da3a2664428c7293bd4859032
|
512.8 MB | Download |
|
md5:97e7da90965ad6415cc39dc9a2e555ce
|
523.5 MB | Download |
|
md5:e1d74b35be6397dc72331d1989167dbf
|
620.0 MB | Download |
|
md5:a67ef17812d415d17ecc175788f41b58
|
612.7 MB | Download |
|
md5:f9ed49f483f4b04db80039d2b418d706
|
644.0 MB | Download |
|
md5:a8078d77f85f6d2e8cbf95196f0cea13
|
635.0 MB | Download |
|
md5:0e5a86cd7e138b506d5d5841999b8182
|
642.3 MB | Download |
|
md5:c55ce8a186cc39ce8ea4a7009ceaba00
|
651.5 MB | Download |
|
md5:e380fccdc8da3e8d0b6d9223a8e1614a
|
632.5 MB | Download |
|
md5:445ea0fa49e49cf7d542e3d8e25f7eff
|
646.0 MB | Download |
|
md5:92193756b8b5c0d03bcc121db2315c37
|
619.4 MB | Download |
|
md5:eb310ee8d976a8e79cb00121808d353a
|
592.4 MB | Download |
|
md5:4d6ba4fc19ec80b2b171954667442c16
|
547.1 MB | Download |
|
md5:ccefde30f97295c9838a557ee2356fd9
|
486.0 MB | Download |
|
md5:290e479915f028d8b3e33a62cab5297c
|
603.9 MB | Download |
|
md5:cc4e5ee82e317af81c4d4564ec3f98c3
|
605.2 MB | Download |
|
md5:3fa98a9df0532bf011e15cbf6d03e5f8
|
648.5 MB | Download |
|
md5:563967d65960d0d280f09b30b8bca480
|
607.6 MB | Download |
|
md5:273320f72935560d0d6075a725cf5e68
|
646.8 MB | Download |
|
md5:5b20c253405807586e63c86b20bac28a
|
654.0 MB | Download |
|
md5:8027d1b0f4974a45ee026f248662f647
|
615.8 MB | Download |
|
md5:1384852b918caa31962d854659010341
|
634.6 MB | Download |
|
md5:674826a98fc6343b958d6c7bba941cfa
|
591.2 MB | Download |
|
md5:09027554ad2cbb01d0a95bf432a7448f
|
585.3 MB | Download |
|
md5:7904036d6d0abfc4e47c6ab7d71ea033
|
547.6 MB | Download |
|
md5:79b0d1edddd0295c8827e35fa8c9a1fb
|
468.9 MB | Download |
|
md5:3ef551f7ff08cd02ed2a9a0a2223bec2
|
564.4 MB | Download |
|
md5:d4040b924bd2f08f0ef3bc8d3fa6a30e
|
608.2 MB | Download |
|
md5:fd406663c0363769ae1186decaf94f7e
|
624.0 MB | Download |
|
md5:e6a66245771ec5334f92eb94c0c1145d
|
394.1 MB | Download |
|
md5:312c2b7b721cfe56c4f7c2ea41990bc8
|
215.2 MB | Download |
|
md5:589839a3f98c8765e15f712d5ae3b370
|
648.2 MB | Download |
|
md5:09af887253c93b4875086157bda33c06
|
584.6 MB | Download |
|
md5:749d55435d71d34ea41dd8c4559c8f3f
|
597.7 MB | Download |
|
md5:8cde8496fec12e145d6dd3d546baf018
|
590.4 MB | Download |
|
md5:45e5e46908f9c44dfa1e9e49a584adc2
|
539.1 MB | Download |
Additional details
Related works
- Is documented by
- Journal article: 10.1016/j.rse.2020.111740 (DOI)