Johanna Orellana-Alvear
Universidad de Cuenca
H-index: 11
Latin America-Ecuador
Top articles of Johanna Orellana-Alvear
The Spatio-Temporal Cloud Frequency Distribution in the Galapagos Archipelago as Seen from MODIS Cloud Mask Data
Atmosphere
2023/7/29
Daniela Ballari
H-Index: 9
Johanna Orellana-Alvear
H-Index: 6
Benjamin Schmidt
H-Index: 17
Dieter Scherer
H-Index: 26
Characterization of Extreme Rainfall Events Classes in the Tropical Andes by Using Weather Radar Data
EGU General Assembly Conference Abstracts
2023/5
Johanna Orellana-Alvear
H-Index: 6
Determination of climatic conditions related to precipitation anomalies in the Tropical Andes by means of the random forest algorithm and novel climate indices
International Journal of Climatology
2022/8
Hydrometeorological factors controlling the stable isotopic composition of precipitation in the highlands of south Ecuador
Journal of Hydrometeorology
2022/7
Mario Córdova
H-Index: 4
Ricardo Sánchez-Murillo
H-Index: 13
Johanna Orellana-Alvear
H-Index: 6
Patricio Crespo
H-Index: 20
The Coastal El Niño event of 2017 in Ecuador and Peru: A weather radar analysis
Remote Sensing
2022/1
Flood early warning systems using machine learning techniques: The case of the Tomebamba Catchment at the southern Andes of Ecuador
Hydrology
2021/12
Paul Muñoz
H-Index: 3
Johanna Orellana-Alvear
H-Index: 6
Assessment of Satellite-Based Rainfall Products Using a X-Band Rain Radar Network in the Complex Terrain of the Ecuadorian Andes
Atmosphere
2021/12/14
Calibration of X-band radar for extreme events in a spatially complex precipitation region in north peru: Machine learning vs. empirical approach
Atmosphere
2021/11/26
Johanna Orellana-Alvear
H-Index: 6
An objective separation of rainfall classes in the high tropical Andes by using a clustering analysis.
EGU General Assembly Conference Abstracts
2021/4
Johanna Orellana-Alvear
H-Index: 6
Long short-term memory networks for real-time runoff forecasting using remotely sensed data
EGU General Assembly Conference Abstracts
2021/4
Paul Muñoz
H-Index: 3
Johanna Orellana-Alvear
H-Index: 6
Clustering of rainfall types using micro rain radar and laser disdrometer observations in the tropical Andes
Remote Sensing
2021/1
Johanna Orellana-Alvear
H-Index: 6
Influence of random forest hyperparameterization on short-term runoff forecasting in an andean mountain catchment
Atmosphere
2021/2
The role of weather radar in rainfall estimation and its application in meteorological and hydrological modelling—A review
2021/1/20
Johanna Orellana-Alvear
H-Index: 6
Application of a machine learning technique for developing short-term flood and drought forecasting models in tropical mountainous catchments
Integrated Research on Disaster Risks: Contributions from the IRDR Young Scientists Programme
2021
Paul Muñoz
H-Index: 3
Johanna Orellana-Alvear
H-Index: 6
A novel classification rainfall type using a clustering approach in the tropical Andes.
EGU General Assembly Conference Abstracts
2020/5
Johanna Orellana-Alvear
H-Index: 6
Atmosphere-surface fluxes modeling for the high Andes: The case of páramo catchments of Ecuador
Science of The Total Environment
2020/2/20
Johanna Orellana-Alvear
H-Index: 6
Using k-means cluster analysis to regionalize precipitation in the Tropical Andes
AGU Fall Meeting Abstracts
2020/12
Johanna Orellana-Alvear
H-Index: 6
Assessment of native radar reflectivity and radar rainfall estimates for discharge forecasting in mountain catchments with a random forest model
Remote Sensing
2020/1
Comparison of Machine Learning Techniques Powering Flood Early Warning Systems
2020/5/5
Johanna Orellana-Alvear
H-Index: 6
Retrieving high resolution rainfall data for Ecuador using GOES-16 and IMERG data
EGU General Assembly Conference Abstracts
2020/5
