Bayesian Network based modeling of regional rainfall from multiple local meteorological drivers

P Das, K Chanda - Journal of Hydrology, 2020 - Elsevier
This study aims to establish the conditional independence structure between regional
monthly rainfall and several local meteorological drivers (probable predictors) to develop a …

Assessment of drought time-frequency relationships with local atmospheric-land conditions and large-scale climatic factors in a tropical Andean basin

A Nieves, J Contreras, J Pacheco, J Urgilés… - Remote Sensing …, 2022 - Elsevier
This study analyzed in the Tomebamba subbasin the relationships between droughts, the
condition of the vegetation, global scale climatic indices and local atmospheric variables …

Influence of ENSO on droughts and vegetation in a high mountain equatorial climate basin

J Pacheco, A Solera, A Avilés, MD Tonón - Atmosphere, 2022 - mdpi.com
Several studies have assessed droughts and vegetation considering climatic factors,
particularly El Niño-Southern Oscillation (ENSO) at different latitudes. However, there are …

A New Bayesian Network‐Based Generalized Weighting Scheme for the Amalgamation of Multiple Drought Indices

MA Raza, MMA Almazah, N Al-Ansari, I Hussain… - …, 2023 - Wiley Online Library
Drought is one of the most multifaceted hydrologic phenomena, affecting several factors
such as soil moisture, surface runoff, and significant water shortages. Therefore, monitoring …

Virtual control volume approach to the study of climate causal flows: identification of humidity and wind pathways of influence on rainfall in Ecuador

A Vázquez-Patiño, L Campozano, D Ballari, M Córdova… - Atmosphere, 2020 - mdpi.com
Unraveling the relationship between humidity, wind, and rainfall is vitally important to
understand the dynamics of water vapor transport. In recent years, the use of causal …

Spatial and Seasonal Patterns of Rainfall Climate Teleconnections in Three Hydropower Generation Basins in Tropical Ecuador

D Ballari, P Bravo-López, O Delgado-Inga - GIS LATAM Conference, 2024 - Springer
Renewable energy, such as solar, wind, or hydro, is derived from natural processes where
the replacement rate is faster than the consumption rate. In Ecuador, hydropower is the …

Dimensionality reduction of correlated meteorological variables by Bayesian network-based graphical modeling

K Chanda, P Das - Handbook of Hydroinformatics, 2023 - Elsevier
This study aims to develop the feature subset from a set of probable meteorological
predictors for monthly rainfall in Kerala, India. The framework of Bayesian Network (BN) …

Una aproximación causal a las señales globales que influyen en la lluvia de la cuenca del Machángara

EI Calle Jiménez - 2022 - dspace.ucuenca.edu.ec
Rain has always had an essential role in human life. It can cause a civilization to grow or be
destroyed, a group of people to remain in an area or be forced to migrate, it can also cause …

Influence of ENSO on droughts and vegetation in a high mountain equatorial climate basin

AM Aviles Añazco - 2022 - dspace.ucuenca.edu.ec
Several studies have assessed droughts and vegetation considering climatic factors,
particularly El Niño-Southern Oscillation (ENSO) at different latitudes. However, there are …

[PDF][PDF] Teleconnection between weather drought and global climatology in the department of Nariño

CO Marulanda, YC Escobar, TC Nastar, WL Cerón… - COMITÉ … - researchgate.net
La sequía se caracteriza por un déficit de precipitación respecto a sus condiciones
normales históricas, que se constituye en una amenaza con un impacto espacial amplio …