This paper show the mathematical and theoretical background of the machine learning algorithm used in this work, the LSTM. The data used are described and the methodology of framework is presented. It shows the predictions results based on LSTM and comparisons with ERA5 and buoy observations.
This paper based on three implemented Regional Climate Models (RCMs), namely CMCC-CCLM, CNRM-ALADIN52, and GUF-CCLM-NEMO, for RCP4.5 and RCP8.5 scenarios of the 21st century. Atmospheric modelling datasets cover the Reference (1971–2000) and Future (2071–2100) Periods of climate projections. The results produced within this study can be used for investigations in specific locations of the Mediterranean basin within integrated hydrologic/hydrodynamic modelling under projected climate change conditions during the 21st century.
Clean water resources are crucial for societies in order to maintain safety as well as social, ecological and economic progress. As the population grows, agricultural, domestic and industrial activities produce large amounts of wastewaters that can be treated and reused in variety of purposes considering circular economy philosophy. This review presents the challenges and future prospects of wastewater treatment using membrane technologies and is related to SDG 6: Clean water and sanitation.
Elsevier,

David E. Reichle, Chapter 9 - Ecosystem productivity, Editor(s): David E. Reichle, The Global Carbon Cycle and Climate Change (Second Edition), Elsevier, 2023, Pages 197-232, ISBN 9780443187759, https://doi.org/10.1016/B978-0-443-18775-9.00007-3.

This chapter advances the UN SDG goals 13, 14, and 15 by examining the global distribution of carbon in biomass.
Elsevier,

David E. Reichle, Chapter 10 - The global carbon cycle and the biosphere, Editor(s): David E. Reichle, The Global Carbon Cycle and Climate Change (Second Edition), Elsevier, 2023, Pages 235-283, ISBN 9780443187759, https://doi.org/10.1016/B978-0-443-18775-9.00014-0.

This chapter advances the UN SDG goals 13, 14, and 15 by examining mathematical computer models of biogeochemical processes of atmosphere, land, and oceans can be represente, used to describe the past, present, and future dynamics of the Earth's carbon cycle
Elsevier,

Hafsa Yaiche Achour, Sid Ahmed Saadi, Chapter 18 - African salt lakes: distribution, microbial biodiversity, and biotechnological potential, Editor(s): Mostafa El-Sheekh, Hosam Easa Elsaied, Lakes of Africa, Elsevier, 2023, Pages 501-525, ISBN 9780323955270

This content aligns with Goal 14: Life under Water by thoroughly exploring African salt lake distribution and microbial diversity
This paper provides first assessment of nutrient contents in whale faeces prior to their dissolution in seawater, which has overcome the challenges associated with getting reliable estimations of elemental nutrients from whale faeces. By combining measured faecal nutrient concentrations with the best available prey-consumption and prey-assimilation estimates, we calculated the expected contribution of minke whale faeces to nutrient pools in surface waters during summer.
This chapter aligns with Goal 14: Life Below Water and Goal 3: Good Health and Wellbeing by highlighting some of the many beneficial pharmaceutical applications of marine algae bromophenols.
This chapter aligns with Goal 14: Life Below Water and Goal 15: Life on Land by describing the global tectonic processes that form mid-ocean ridges and critical seafloor habitat.
This article focuses on a key industry in ocean governance - tuna fishery - to examine how companies and governments relationship in international fishery negotiations can influence the governance of tuna fishery industry.

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