Category: 9. Environment

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  • Sequence to sequence architecture based on hybrid LSTM global and local encoders approach for meteorological factors forecasting

    Sequence to sequence architecture based on hybrid LSTM global and local encoders approach for meteorological factors forecasting

    Construction of a deep learning model based on a hybrid global-local encoder

    As shown in Fig. 1, the Seq2Seq architecture optimization model (H-LSTM-GLE) was developed to improve the prediction accuracy of meteorological factors. The key…

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  • Aeolian accumulation rate within the kettle holes on Skeiðarársandur (S Iceland) under climate warming conditions

    Aeolian accumulation rate within the kettle holes on Skeiðarársandur (S Iceland) under climate warming conditions

  • Goossens, D. The aeolian dust accumulation curve. Earth Surf. Process. Land. 26, 1213–1219. https://doi.org/10.1002/esp.274 (2001).

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  • Thomas, D. S. G. & Wiggs, G. F. S….

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  • Image reconstruction of Arctic sea ice using SWIM data at small incidence angles

    Image reconstruction of Arctic sea ice using SWIM data at small incidence angles

  • Ricker, R. et al. Evidence for an increasing role of ocean heat in Arctic winter sea ice growth. J. Clim. 34(13), 5215–5227. https://doi.org/10.1175/JCLI-D-20-0848.1 (2021).

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  • This nonprofit connects frontline conservationists with funders, catalyzing impact

    This nonprofit connects frontline conservationists with funders, catalyzing impact

    Jean-Gaël “JG” Collomb says community-based conservation organizations know best how to tackle the complex conservation challenges unique to their ecosystems. However, they’re also among the most underserved in terms of funding of all…

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  • Blue cranes now listed as vulnerable in South Africa

    Blue cranes now listed as vulnerable in South Africa

    The blue crane, South Africa’s national bird, is now at greater risk of extinction, as a new regional assessment lists the species as “vulnerable.”

    “A Near-Threatened…

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  • A Kenya marine biodiversity credit program restores mangroves — and livelihoods

    A Kenya marine biodiversity credit program restores mangroves — and livelihoods

    • The decline of mangroves significantly weakens Kenya’s coastal protection, leaving shorelines susceptible to erosion, storm surges and rising sea levels, disrupting marine ecosystems, depleting fish stocks,…

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  • With coral-rich Churna Island now an MPA, Pakistan takes baby steps on ocean protection

    With coral-rich Churna Island now an MPA, Pakistan takes baby steps on ocean protection

    • In September 2024, Churna Island and the sea surrounding it became Pakistan’s second designated marine protected area, home to a variety of corals and serving as a nursery for fish.
    • It followed the 2017…

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  • Countries seek urgent CITES protection of more than 70 sharks and rays

    Countries seek urgent CITES protection of more than 70 sharks and rays

    Several proposals seeking greater protection of more than 70 shark and ray species from commercial trade were raised this week for deliberation at the 20th meeting of CITES, the…

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