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Spectral-spatial adversarial network for nonlinear hyperspectral unmixing of imbalanced datasets

Spectral-spatial adversarial network for nonlinear hyperspectral unmixing of imbalanced datasets

June 13, 2025 Category: Blog

With its successful application in various fields, hyperspectral unmixing (HU) technology has received extensive attention in remote sensing processing.Recently, various autoencoders based on the linear mixing model (LMM) have been proposed to provide a feasible unsupervised solution for HU.However, the ability of autoencoders to exploit the prior

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Differential Expression of Arabinogalactan in Response to Inclination in Stem of Pinus radiata Seedlings

June 13, 2025 Category: Blog

Arabinogalactan proteins (AGPs) are members of a family of proteins that play important roles in Reclining Sofa cell wall dynamics.AGPs from inclined pines were determined using JIM7, LM2, and LM6 antibodies, showing a higher concentration in one side of the stem.The accumulation of AGPs in xylem and cell wall tissues is enhanced in response to los

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Suitability of self-organizing service composition approach for smart healthcare ecosystem: A study

June 13, 2025 Category: Blog

Future IoT systems will be deployed in open environments where the functionality of millions of IoT devices Copper that are heterogeneous will be abstracted.In such a large scale system manual service composition is not feasible and often erroneous.A self-organizing service composition is a well known approach to deal with the problems in IoT syste

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Are enhanced rock weathering rates overestimated? A few geochemical and mineralogical pitfalls

June 13, 2025 Category: Blog

There is considerable uncertainty when quantifying carbon dioxide removal (CDR) from enhanced rock weathering (ERW).Faster CDR rates mean ERW may significantly impact climate change mitigation, and more carbon credits will financially benefit private companies.However, overestimating CDR risks undermining ERW if meaningless carbon credits are count

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