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Time Series of Monthly Global Marine NPP Dataset Based on MODIS and SABPM Model (Since 2003)

TAO Zui1ZHOU Xiang1XIE Futai1LV Tingting1WANG Jin1
1Institute of Remote Sensing and Digital Earth,Chinese Academy of Sciences,Beijing 100101,China


Published:Sep. 2019

Visitors:2776       Data Files Downloaded:426      
Data Downloaded:61122.18 MB      Citations:

Key Words:

global,ocean,primary productivity,SABPM,2003,monthly data,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing


The new model of size-fractionated ABPM (SABPM) is integrated with the MODIS data (phytoplankton absorption coefficient, Chlorophyll concentration, euphotic depth, diffuse attenuation coefficient at 490 nm, photosynthetic available radiation and sea surface temperature) from 2003 to 2020 to conduct the time series of monthly global marine NPP dataset in 9 km resolution. SABPM model was proposed by considering how phytoplankton size influenced the global quantum yield of phytoplankton photosynthesis on the basis of the ABPM model. Compared with the original ABPM, the new model not only had an excellent performance at each marine monitoring site, but also had an improved accuracy over the Southern Ocean. Those data can be used as the reference data for global carbon cycle, climate change studies. The dataset is archived in .hdf data format, consists of 216 data files with data size of 7.51 GB (Compressed to 18 data files with data size of 2.50 GB). The dataset is dynamic by updating timely.

Foundation Item:

Data Citation:

TAO Zui,ZHOU Xiang,XIE Futai,LV Tingting,WANG Jin.Time Series of Monthly Global Marine NPP Dataset Based on MODIS and SABPM Model (Since 2003)[DB/OL].Global Change Data Repository,2019.DOI:10.3974/geodb.2019.05.01.V1.

Data Product:

ID Data Name Data Size Operation
1 GlobalMarineNPP_SABPM_2003.rar 145660.42KB
2 GlobalMarineNPP_SABPM_2004.rar 145844.54KB
3 GlobalMarineNPP_SABPM_2005.rar 145716.75KB
4 GlobalMarineNPP_SABPM_2006.rar 145648.38KB
5 GlobalMarineNPP_SABPM_2007.rar 145366.10KB
6 GlobalMarineNPP_SABPM_2008.rar 144671.15KB
7 GlobalMarineNPP_SABPM_2009.rar 145203.09KB
8 GlobalMarineNPP_SABPM_2010.rar 145700.02KB
9 GlobalMarineNPP_SABPM_2011.rar 145741.32KB
10 GlobalMarineNPP_SABPM_2012.rar 145354.42KB
11 GlobalMarineNPP_SABPM_2013.rar 145807.05KB
12 GlobalMarineNPP_SABPM_2014.rar 145394.75KB
13 GlobalMarineNPP_SABPM_2015.rar 145184.12KB
14 GlobalMarineNPP_SABPM_2016.rar 147657.54KB
15 GlobalMarineNPP_SABPM_2017.rar 149043.12KB
16 GlobalMarineNPP_SABPM_2018.rar 146834.45KB
17 GlobalMarineNPP_SABPM_2019.rar 148443.24KB
18 GlobalMarineNPP_SABPM_2020.rar 148525.70KB