Tsegaye Tadesse

  • University of Nebraska-Lincoln, NE, USA

According to our database1, Tsegaye Tadesse authored at least 28 papers between 2001 and 2023.

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PhD thesis 


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An Autoencoder-based Snow Drought Index.
CoRR, 2023

TweetDrought: A Deep-Learning Drought Impacts Recognizer based on Twitter Data.
CoRR, 2022

Quantitative Assessment of Drought Impacts Using XGBoost based on the Drought Impact Reporter.
CoRR, 2022

A statistical evaluation of Earth-observation-based composite drought indices for a localized assessment of agricultural drought in Pakistan.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Exploring VIIRS Continuity with MODIS in an Expedited Capability for Monitoring Drought-Related Vegetation Conditions.
Remote. Sens., 2021

Multi-Dimensional Drought Assessment in Abbay/Upper Blue Nile Basin: The Importance of Shared Management and Regional Coordination Efforts for Mitigation.
Remote. Sens., 2021

Combined Use of Sentinel-1 SAR and Landsat Sensors Products for Residual Soil Moisture Retrieval over Agricultural Fields in the Upper Blue Nile Basin, Ethiopia.
Sensors, 2020

Agricultural Drought Assessment in East Asia Using Satellite-Based Indices.
Remote. Sens., 2020

Forest Drought Response Index (ForDRI): A New Combined Model to Monitor Forest Drought in the Eastern United States.
Remote. Sens., 2020

Developing a Remote Sensing-Based Combined Drought Indicator Approach for Agricultural Drought Monitoring over Marathwada, India.
Remote. Sens., 2020

Monitoring Residual Soil Moisture and Its Association to the Long-Term Variability of Rainfall over the Upper Blue Nile Basin in Ethiopia.
Remote. Sens., 2020

A review of drought monitoring using remote sensing and data mining methods.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Building A High-Resolution Vegetation Outlook Model to Monitor Agricultural Drought for the Upper Blue Nile Basin, Ethiopia.
Remote. Sens., 2019

Soil Moisture Monitoring Using Remote Sensing Data and a Stepwise-Cluster Prediction Model: The Case of Upper Blue Nile Basin, Ethiopia.
Remote. Sens., 2019

Evaluation of Satellite-Based Rainfall Estimates and Application to Monitor Meteorological Drought for the Upper Blue Nile Basin, Ethiopia.
Remote. Sens., 2017

Information Mining from Heterogeneous Data Sources: A Case Study on Drought Predictions.
Inf., 2017

Data Mining Attribute Selection Approach for Drought Modeling: A Case Study for Greater Horn of Africa.
CoRR, 2017

Preliminary assessment of an integrated SMOS and MODIS application for global agricultural drought monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Estimation of Daily Air Temperature Based on MODIS Land Surface Temperature Products over the Corn Belt in the US.
Remote. Sens., 2015

Evaluating a satellite-based seasonal evapotranspiration product and identifying its relationship with other satellite-derived products and crop yield: A case study for Ethiopia.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Drought Prediction System for Improved Climate Change Mitigation.
IEEE Trans. Geosci. Remote. Sens., 2014

Algorithm and Feature Selection for VegOut: A Vegetation Condition Prediction Tool.
Proceedings of the Discovery Science, 12th International Conference, 2009

The Vegetation Outlook (VegOut): A New Tool for Providing Outlooks of General Vegetation Conditions Using Data Mining Techniques.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Digital Government: Reviving the Newhall Simulation Model to Understand the Patterns and Trends of Soil Climate Regimes and Drought Events.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Geospatial decision support for drought risk management.
Commun. ACM, 2003

Discovering Sequential Association Rules with Constraints and Time Lags in Multiple Sequences.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Efficient Rule Discovery in a Geo-spatial Decision Support System.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

Discovering Representative Episodal Association Rules from Event Sequences Using Frequent Closed Episode Sets and Event Constraints.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001