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Comparing estimation algorithms for compatible biomass models of Moso Bamboo
Moso bamboo ( Phyllostachys edulis ) forest is one of the important alternative soruces in the tropical and subtropical regions. Its biomass...
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Remote sensing and machine learning applications for aboveground biomass estimation in agroforestry systems: a review
The estimation of aboveground biomass (AGB) in agroforestry systems using remote sensing has proliferated in the last decades. Similarly, machine...
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On-farm cereal rye biomass estimation using machine learning on images from an unmanned aerial system
This study assesses the potential of using multispectral images collected by an unmanned aerial system (UAS) on machine learning (ML) frameworks to...
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High-throughput phenoty** for non-destructive estimation of soybean fresh biomass using a machine learning model and temporal UAV data
BackgroundBiomass accumulation as a growth indicator can be significant in achieving high and stable soybean yields. More robust genotypes have a...
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Aboveground wheat biomass estimation from a low-altitude UAV platform based on multimodal remote sensing data fusion with the introduction of terrain factors
Aboveground biomass is an important indicator used to characterize the growth status of crops, as well as an important physical and chemical...
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Simple, Low-Cost Estimation of Potato Above-Ground Biomass Using Improved Canopy Leaf Detection Method
Above-ground biomass (AGB) is one of the most important indicators for evaluating potato growth and yield. Rapid and accurate biomass estimation is...
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Accuracy differences in aboveground woody biomass estimation with terrestrial laser scanning for trees in urban and rural forests and different leaf conditions
Key MessageTerrestrial laser scanning data can be converted to reliable woody aboveground biomass estimates, but estimation quality is influenced by...
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Girth-volume based allometric model for biomass estimation of Magnolia champaca (L.) Baill. ex Pierre in Manipur, Northeast India
In this study, a best fit allometric equation was established for aboveground biomass estimation of Magnolia champaca (L.) Baill. ex Pierre using...
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Above-ground biomass estimation by develo** allometric equations for Theobroma cacao in Tabasco, Mexico
The cocoa tree ( Theobroma cacao L.), widely distributed in southern and central Mexico, has many economic and ecological functions. However, there is...
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Improved estimation of aboveground biomass of regional coniferous forests integrating UAV-LiDAR strip data, Sentinel-1 and Sentinel-2 imageries
BackgroundForest aboveground biomass (AGB) is not only the basis for estimating forest carbon storage, but also an important parameter for evaluating...
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Estimation of above and belowground biomass for grass, herb, and fern species in Peninsula Malaysia
There are no models for estimating the above- and belowground biomass (AGB and BGB) of herbaceous and fern species in Southeast Asia, and therefore...
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Rubber Trees and Biomass Estimation Using Remote Sensing Technology
In Southeast Asia, rubber plantation is considered the second largest main crop after oil palm. Hence, it also becomes more critical when seeing...
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Faba bean above-ground biomass and bean yield estimation based on consumer-grade unmanned aerial vehicle RGB images and ensemble learning
Accurately and economically estimated crop above-ground biomass (AGB) and bean yield (BY) are critical for cultivation management in precision...
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Improved estimation of herbaceous crop aboveground biomass using UAV-derived crop height combined with vegetation indices
Vegetation indices are used in precision agriculture to estimate crop aboveground biomass (AGB) and, in turn, to quantify crop needs. However, crop...
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Estimation of aboveground biomass and carbon stocks of Quercus ilex L. saplings using UAV-derived RGB imagery
Key messageCrown area, sapling height, and biovolume extracted from UAV-acquired RGB images provided accurate estimates of aboveground biomass and...
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Wood Density and Biomass
This chapter highlights the importance of wood density (WD) in estimating biomassBiomass, focusing on the crucial role of carbon sequestrationCarbon...
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Estimating Aboveground Forest Biomass Using Radar Methods
AbstractThe forest biomass dynamics in boreal forests has a significant effect on global carbon cycles. Biomass estimates provide insight into the...
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Parameters Responsible for Biomass Energy Production
The study examines the various factors related to the fundamental parameters responsible for biomass energy production through its origin as a raw...
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Comparison among allometric models for tree biomass estimation using non-destructive trees’ data
The non-destructive method—using allometric models—of forest biomass estimation is one of the most effective and efficient approaches, however, there...
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Aboveground biomass and carbon stock estimation of Melocalamus compactiflorus (Kurz) Benth.: a climbing bamboo of Northeast India
Tropical forests play important role in global carbon cycle and mitigating of global warming through carbon sequestration. Data on carbon stock and...
