Joseph L. Awange

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Pareto Optimality

Likelihood Function

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Yuli Wang, Yibo Ling, Ting On Chan, Joseph L. Awange
High-resolution earthquake-induced landslide hazard assessment in Southwest China through frequency ratio analysis and LightGBM. Int. J. Appl. Earth Obs. Geoinformation 131 (2024)
Sandeep Nagar, Ehsan Farahbakhsh, Joseph L. Awange, Rohitash Chandra
Remote sensing framework for geological mapping via stacked autoencoders and clustering. CoRR (2024)
Longshan Yang, Peng Luo, Zehua Zhang, Yongze Song, Kai Ren, Ce Zhang, Joseph L. Awange, Peter M. Atkinson, Liqiu Meng
A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Ting On Chan, Simin Zhang, Linyuan Xia, Ming Luo, Jinhua Wu, Joseph L. Awange
A novel reflectance transformation and convolutional neural network framework for generating bathymetric data for long rivers: A case study on the Bei River in South China. Int. J. Appl. Earth Obs. Geoinformation 127 (2024)
Omweno Ondari, Joseph L. Awange, Yongze Song, Allan Kasedde
Understanding the Spatial-Temporal Patterns of Floating Islands Impacting the Major Dams of the White Nile. Remote. Sens. 15 (9) (2023)
Leandro Fernandes Coladello, Maria de Lourdes Bueno Trindade Galo, Milton Hirokazu Shimabukuro, Ivana Ivánová, Joseph L. Awange
Assessing Climate Influence on Spatiotemporal Dynamics of Macrophytes in Eutrophicated Reservoirs by Remotely Sensed Time Series. Remote. Sens. 14 (14) (2022)
Luyen K. Bui, Joseph L. Awange, Dinh Toan Vu
Precipitation and Soil Moisture Spatio-Temporal Variability and Extremes over Vietnam (1981-2019): Understanding Their Links to Rice Yield. Sensors 22 (5) (2022)
Hoa Thi Pham, Joseph L. Awange, Michael Kuhn
Evaluation of Three Feature Dimension Reduction Techniques for Machine Learning-Based Crop Yield Prediction Models. Sensors 22 (17) (2022)
Hoa Thi Pham, Joseph L. Awange, Michael Kuhn, Binh Van Nguyen, Luyen K. Bui
Enhancing Crop Yield Prediction Utilizing Machine Learning on Satellite-Based Vegetation Health Indices. Sensors 22 (3) (2022)
Gebiaw T. Ayele, Ayalkibet M. Seka, Habitamu Taddese, Mengistu A. Jemberrie, Christopher E. Ndehedehe, Solomon S. Demissie, Joseph L. Awange, Jaehak Jeong, David P. Hamilton, Assefa M. Melesse
Relationship of Attributes of Soil and Topography with Land Cover Change in the Rift Valley Basin of Ethiopia. Remote. Sens. 14 (14) (2022)
Amir Allahvirdi-Zadeh, Joseph L. Awange, Ahmed el-Mowafy, Tong Ding, Kan Wang
Stability of CubeSat Clocks and Their Impacts on GNSS Radio Occultation. Remote. Sens. 14 (2) (2022)
Mehdi Khaki, Joseph L. Awange
The 2019-2020 Rise in Lake Victoria Monitored from Space: Exploiting the State-of-the-Art GRACE-FO and the Newly Released ERA-5 Reanalysis Products. Sensors 21 (13) (2021)
Robert H. Lewis, Béla Paláncz, Joseph L. Awange
Solving geoinformatics parametric polynomial systems using the improved Dixon resultant. Earth Sci. Informatics 12 (2) (2019)
Robert H. Lewis, Béla Paláncz, Joseph L. Awange
Fitting a Sphere via Gröbner Basis. ICMS (2018)
Robert H. Lewis, Béla Paláncz, Joseph L. Awange
Application of Dixon resultant to maximization of the likelihood function of Gaussian mixture distribution. ACM Commun. Comput. Algebra 49 (2) (2015)
Joseph L. Awange, Béla Paláncz, Robert H. Lewis
Groebner Basis in Geodesy and Geoinformatics. ICMS (2014)
Xiaoguang Luo, Michael Mayer, Bernhard Heck, Joseph L. Awange
A Realistic and Easy-to-Implement Weighting Model for GPS Phase Observations. IEEE Trans. Geosci. Remote. Sens. 52 (10) (2014)
Joseph L. Awange, Béla Paláncz, Robert H. Lewis
Maximizing Likelihood Function for Parameter Estimation in Point Clouds via Groebner Basis. ICMS (2014)
Béla Paláncz, Joseph L. Awange
Pareto optimality solution of the multi-objective photogrammetric resection-intersection problem. Earth Sci. Informatics 6 (1) (2013)