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Time Series Forecasting of Univariate Agrometeorological Data: A Comparative Performance Evaluation via One-Step and Multi-Step Ahead Forecasting Strategies
Sensors (Basel, Switzerland), 2021-04, Vol.21 (7), p.2430
2021
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The Gulf of Mexico in trouble: Big data solutions to climate change science
Frontiers in Marine Science, 2023-03, Vol.10
2023
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Automated discretization of 'transpiration restriction to increasing VPD' features from outdoors high-throughput phenotyping data
Plant methods, 2020-10, Vol.16 (1), p.140-140, Article 140
2020
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SpaTemHTP: A Data Analysis Pipeline for Efficient Processing and Utilization of Temporal High-Throughput Phenotyping Data
Frontiers in plant science, 2020-11, Vol.11, p.552509-552509
2020
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Forecasting Vertical Profiles of Ocean Currents from Surface Characteristics: A Multivariate Multi-Head Convolutional Neural Network–Long Short-Term Memory Approach
Journal of marine science and engineering, 2023-10, Vol.11 (10), p.1964
2023
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Self‐supervised learning improves classification of agriculturally important insect pests in plants
Plant phenome journal, 2023-12, Vol.6 (1), p.n/a
2023
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XWaveNet: Enabling uncertainty quantification in short-term ocean wave height forecasts and extreme event prediction
Applied ocean research, 2024-07, Vol.148, p.103994, Article 103994
2024
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Cyber-agricultural systems for crop breeding and sustainable production
Trends in plant science, 2024-02, Vol.29 (2), p.130-149
2024
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An ensemble machine learning approach for determination of the optimum sampling time for evapotranspiration assessment from high-throughput phenotyping data
Computers and electronics in agriculture, 2021-03, Vol.182, p.105992, Article 105992
2021
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Near Real-Time Radio Frequency (RF) Data Analysis Pipeline for Aiding Marine Domain Awareness and Surveillance
OCEANS 2022, Hampton Roads, 2022, p.1-8
2022
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Multi-step ahead wave forecasting and extreme event prediction from buoy data using an ensemble of LSTM and genetic algorithm-aided classification model
OCEANS 2022, Hampton Roads, 2022, p.1-7
2022
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Unoccupied aerial systems imagery for phenotyping in cotton, maize, soybean, and wheat breeding
Crop science, 2023-07, Vol.63 (4), p.1722-1749
2023
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Uncrewed Systems Hypoxia Mapping in the Northern Gulf of Mexico
OCEANS 2023 - MTS/IEEE U.S. Gulf Coast, 2023, p.1-6
2023
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Classification of river water pollution using Hyperion data
Journal of hydrology (Amsterdam), 2016-06, Vol.537, p.221-233
2016
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Maritime Workforce Training for the New Blue Economy
OCEANS 2023 - MTS/IEEE U.S. Gulf Coast, 2023, p.1-5
2023
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Precision Agriculture and Unmanned Aerial Vehicles (UAVs)
Unmanned Aerial Vehicle: Applications in Agriculture and Environment, 2019, p.7-23
2019
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Temporal analysis of Touzi parameters for wheat crop characterization using L-band AgriSAR 2006 data
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017, p.3909-3912
2017
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Multi-Scale Time Series Analysis Of Evapotranspiration For High-Throughput Phenotyping Frequency Optimization
2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 2020, p.98-103
2020
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Improving data management and decision-making in precision agriculture
Improving data management and decision support systems in agriculture, 2020, p.135-156
2020
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Geo-ICDTs: Principles and Applications in Agriculture
Geospatial Technologies in Land Resources Mapping, Monitoring and Management, p.75-99
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Improved reservoir characterization by means of supervised machine learning and model-based seismic impedance inversion in the Penobscot field, Scotian Basin
Energy Geoscience, 2024-04, Vol.5 (2), p.100180, Article 100180
2024
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