Comparison of Machine Learning Methods to Up-Scale Gross Primary Production
Eddy covariance observation is an applicable way to obtain accurate and continuous carbon flux at flux tower sites, while remote sensing technology could estimate carbon exchange and carbon storage at regional and global scales effectively.
Tao Yu, Qiang Zhang, Rui Sun
doaj +1 more source
Net primary production of forests: a constant fraction of gross primary production? [PDF]
Considerable progress has been made in our ability to model and measure annual gross primary production (GPP) by terrestrial vegetation. But challenges remain in estimating maintenance respiration (R(m)) and net primary production (NPP). To search for possible common relationships, we assembled annual carbon budgets from six evergreen and one deciduous
R. H., Waring +2 more
openaire +2 more sources
High spatial resolution vegetation gross primary production product: Algorithm and validation
Vegetation gross primary production (GPP) in terrestrial ecosystems is a key element of the carbon cycle, and its estimation highly determines the accuracy of carbon budget assessments.
Xiaojuan Huang +7 more
doaj +1 more source
Global gross primary production from vegetation photosynthesis model for 2017-2019
This dataset contains 8-day temporal resolution, 500m spatial resolution gross primary production (GPP) estimation from vegetation photosynthesis model (VPM) for the entire globe during 2017-2019.
Xiao, Xiangming +7 more
core +1 more source
Soil water retention and gross primary productivity in the Zábrod area in the Šumava Mts.
The synergy between the hydrologic extremes, plant transpiration, gross primary productivity, and soil water retention was studied in the experimental area Zábrod - Meadow in the Šumava Mts.
Miloslav Šír +4 more
doaj +1 more source
The contribution of unvegetated tidal flats to global net primary production is comparable to that of some vegetated coastal habitats. However, compared to carbon flux regulating factors in vegetated habitats, those in unvegetated tidal flats are not ...
Wei-Jen Lin +7 more
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Heatwave effects on gross primary production of northern mid-latitude ecosystems
Heatwave events are expected to become more frequent and intense in the mid-latitudes of the Northern Hemisphere in the future. However, our knowledge of the impacts of these extreme temperature events on ecosystem functions is still limited.
Hang Xu, Jingfeng Xiao, Zhiqiang Zhang
doaj +1 more source
Remote sensing-based estimation of gross primary production in a subalpine grassland [PDF]
This study investigates the performances in a terrestrial ecosystem of gross primary production (GPP) estimation of a suite of spectral vegetation indexes (VIs) that can be computed from currently orbiting platforms.
M. Rossini +10 more
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Growth peak of vegetation and its response to drought on the Mongolian Plateau
Global change in recent decades has caused severe degradation of grassland ecosystems in arid and semi-arid regions in the world. In the context of global change, the maximum gross primary production (GPPmax) and its response to drought on the Mongolian ...
Yu Bai, Shenggong Li
doaj +1 more source
A Broadband Green-Red Vegetation Index for Monitoring Gross Primary Production Phenology
The chlorophyll/carotenoid index (CCI) is increasingly used for remotely tracking the phenology of photosynthesis. However, CCI is restricted to few satellites incorporating the 531 nm band.
Gaofei Yin +4 more
doaj +1 more source

