Time Series Forecasting of Univariate Agrometeorological Data: A Comparative Performance Evaluation via One-Step and Multi-Step Ahead Forecasting Strategies
Suradhaniwar, Saurabh, Kar, Soumyashree, Durbha, Surya S, Jagarlapudi, Adinarayana
Published in Sensors (Basel, Switzerland) (01.04.2021)
Published in Sensors (Basel, Switzerland) (01.04.2021)
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Journal Article
Automated discretization of 'transpiration restriction to increasing VPD' features from outdoors high-throughput phenotyping data
Kar, Soumyashree, Tanaka, Ryokei, Korbu, Lijalem Balcha, Kholová, Jana, Iwata, Hiroyoshi, Durbha, Surya S, Adinarayana, J, Vadez, Vincent
Published in Plant methods (16.10.2020)
Published in Plant methods (16.10.2020)
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Journal Article
SpaTemHTP: A Data Analysis Pipeline for Efficient Processing and Utilization of Temporal High-Throughput Phenotyping Data
Kar, Soumyashree, Garin, Vincent, Kholová, Jana, Vadez, Vincent, Durbha, Surya S, Tanaka, Ryokei, Iwata, Hiroyoshi, Urban, Milan O, Adinarayana, J
Published in Frontiers in plant science (20.11.2020)
Published in Frontiers in plant science (20.11.2020)
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Interoperable agro-meteorological observation and analysis platform for precision agriculture: A case study in citrus crop water requirement estimation
Sawant, Suryakant, Durbha, Surya S., Jagarlapudi, Adinarayana
Published in Computers and electronics in agriculture (01.06.2017)
Published in Computers and electronics in agriculture (01.06.2017)
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Journal Article
An ensemble machine learning approach for determination of the optimum sampling time for evapotranspiration assessment from high-throughput phenotyping data
Kar, Soumyashree, Purbey, Vikram Kumar, Suradhaniwar, Saurabh, Korbu, Lijalem Balcha, Kholová, Jana, Durbha, Surya S., Adinarayana, J., Vadez, Vincent
Published in Computers and electronics in agriculture (01.03.2021)
Published in Computers and electronics in agriculture (01.03.2021)
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Journal Article
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data
Kurte, Kuldeep R., Durbha, Surya S., King, Roger L., Younan, Nicolas H., Vatsavai, Rangaraju
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.01.2017)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.01.2017)
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Journal Article
A Machine Learning Based Spatio-Temporal Data Mining Approach for Detection of Harmful Algal Blooms in the Gulf of Mexico
Gokaraju, Balakrishna, Durbha, Surya S., King, Roger L., Younan, Nicolas H.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.09.2011)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.09.2011)
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Journal Article
Semantics and High Performance Computing Driven Approaches for Enhanced Exploitation of Earth Observation (EO) Data: State of the Art
Durbha, Surya S., Kurte, Kuldeep R., Bhangale, Ujwala
Published in National Academy of Sciences, India. Proceedings. Section A. Physical Sciences (01.12.2017)
Published in National Academy of Sciences, India. Proceedings. Section A. Physical Sciences (01.12.2017)
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Journal Article
Conference Proceeding
Semantics-enabled framework for knowledge discovery from Earth observation data archives
Durbha, S.S., King, R.L.
Published in IEEE transactions on geoscience and remote sensing (01.11.2005)
Published in IEEE transactions on geoscience and remote sensing (01.11.2005)
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Journal Article
Conference Proceeding
Ensemble Methodology Using Multistage Learning for Improved Detection of Harmful Algal Blooms
Gokaraju, B., Durbha, S. S., King, R. L., Younan, N. H.
Published in IEEE geoscience and remote sensing letters (01.09.2012)
Published in IEEE geoscience and remote sensing letters (01.09.2012)
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Journal Article
Nutrient fertilizer requirements for sustainable biomass supply to meet U.S. bioenergy goal
Han, Fengxiang X., King, Roger L., Lindner, Jeffrey S., Yu, Tzu-Yi, Durbha, Surya S., Younan, Nicolas H., Monts, David L., Su, Yi, Luthe, John C., Plodinec, M. John
Published in Biomass & bioenergy (2011)
Published in Biomass & bioenergy (2011)
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Journal Article
Standards-Based Middleware and Tools for Coastal Sensor Web Applications
Durbha, Surya S., King, Roger L., Amanchi, Santhosh K., Bheemireddy, Shruthi, Younan, Nicolas H.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2010)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2010)
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Journal Article
Wrapper-Based Feature Subset Selection for Rapid Image Information Mining
Durbha, S.S., King, R.L., Younan, N.H.
Published in IEEE geoscience and remote sensing letters (01.01.2010)
Published in IEEE geoscience and remote sensing letters (01.01.2010)
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