Utilizing Machine Learning to Examine the Spatiotemporal Changes in Africa’s Partial Atmospheric Layer Thickness DOI Open Access
Chibuike Chiedozie Ibebuchi, Itohan‐Osa Abu, Clement Nyamekye

и другие.

Sustainability, Год журнала: 2023, Номер 16(1), С. 256 - 256

Опубликована: Дек. 27, 2023

As a crucial aspect of the climate system, changes in Africa’s atmospheric layer thickness, i.e., vertical distance spanning specific Earth’s atmosphere, could impact its weather, air quality, and ecosystem. This study did not only examine trends but also applied deep autoencoder artificial neural network to detect years with significant anomalies thickness atmosphere over given homogeneous region (derived rotated principal component analysis) fingerprint global warming on changes. The broader implication this is further categorize regions Africa that have experienced their system. reveals an upward trend between 1000 850 hPa across substantial parts since 1950. Notably, spatial breadth rise peaks during boreal summer. Correlation analysis, supported by network, suggests signals increasing extent more pronounced (since 2000s) south-central (specifically Congo Basin). Additionally, Sahel Sahara Desert sees no increase austral summer, resulting from counteracting effect positive North Atlantic Oscillation, which prompts colder conditions northern Africa. impacts temperature moisture distribution layer, our contributes historical assessment for sustainable

Язык: Английский

Comparative Assessment of Process Based Models for Simulating the Hydrological Response of the Himalayan River Basin DOI
Mohit Kumar, Reet Kamal Tiwari, Kuldeep Singh Rautela

и другие.

Earth Systems and Environment, Год журнала: 2024, Номер unknown

Опубликована: Авг. 29, 2024

Язык: Английский

Процитировано

1

Spatio-temporal analysis of extreme air pollution and risk assessment DOI
Kuldeep Singh Rautela,

Manish Kumar Goyal

Journal of Environmental Management, Год журнала: 2024, Номер 373, С. 123807 - 123807

Опубликована: Дек. 24, 2024

Язык: Английский

Процитировано

1

Characterization and Impacts of Atmospheric Rivers DOI
Manish Kumar Goyal, Shivam Singh

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 19 - 33

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0

Role of Machine Learning in Understanding and Managing Atmospheric Rivers DOI
Manish Kumar Goyal, Shivam Singh

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 67 - 74

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0

Understanding Atmospheric Rivers and Exploring Their Role as Climate Extremes DOI
Manish Kumar Goyal, Shivam Singh

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 1 - 17

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0

Key Characteristics of Atmospheric Rivers and Associated Precipitation DOI
Manish Kumar Goyal, Shivam Singh

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 35 - 45

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0

Major Large-Scale Climate Oscillations and Their Interactions with Atmospheric Rivers DOI
Manish Kumar Goyal, Shivam Singh

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 47 - 65

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0

Assessing soybean yield in Madhya Pradesh by using a multi-model approach DOI
Raghavendra Nargund, Kuldeep Singh Rautela,

Manish Kumar Goyal

и другие.

Field Crops Research, Год журнала: 2024, Номер 322, С. 109716 - 109716

Опубликована: Дек. 21, 2024

Язык: Английский

Процитировано

0

Application of Data Mining and AI&ML in Aerosol Pollution and Aerosol Atmospheric Rivers DOI
Manish Kumar Goyal, Kuldeep Singh Rautela

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 43 - 63

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0

Mitigation, Adaptation, and Resilience Strategies for Extreme Aerosol Pollution DOI
Manish Kumar Goyal, Kuldeep Singh Rautela

SpringerBriefs in applied sciences and technology, Год журнала: 2024, Номер unknown, С. 79 - 102

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

0