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ArticlesPeer ReviewedFull Text
Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks
Author / Creator:Ghimire, Sujan ; Yaseen, Zaher Mundher ; Farooque, Aitazaz A. ; Deo, Ravinesh C. ; Zhang, Ji ; Tao, Xiaohui
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-09, Vol.11 (1), p.17497-17497, Article 17497
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ArticlesPeer ReviewedFull Text
Comparison of Land Use Land Cover Classifiers Using Different Satellite Imagery and Machine Learning Techniques
Author / Creator:Basheer, Sana ; Wang, Xiuquan ; Farooque, Aitazaz A. ; Nawaz, Rana Ali ; Liu, Kai ; Adekanmbi, Toyin ; Liu, Suqi
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2022-10, Vol.14 (19), p.4978
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ArticlesPeer ReviewedFull Text
Crop Yield Prediction through Proximal Sensing and Machine Learning Algorithms
Author / Creator:Abbas, Farhat ; Afzaal, Hassan ; Farooque, Aitazaz A. ; Tang, Skylar
Publisher:Basel: MDPI AG
Journal title:Agronomy (Basel), 2020-07, Vol.10 (7), p.1046
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ArticlesPeer ReviewedFull Text
Groundwater Estimation from Major Physical Hydrology Components Using Artificial Neural Networks and Deep Learning
Author / Creator:Afzaal, Hassan ; Farooque, Aitazaz A. ; Abbas, Farhat ; Acharya, Bishnu ; Esau, Travis
Publisher:Basel: MDPI AG
Journal title:Water (Basel), 2020-01, Vol.12 (1), p.5
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Urban Horticulture for Food Secure Cities through and beyond COVID-19
Author / Creator:Khan, Muhammad Mumtaz ; Akram, Muhammad Tahir ; Janke, Rhonda ; Qadri, Rashad Waseem Khan ; Al-Sadi, Abdullah Mohammed ; Farooque, Aitazaz A.
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2020-11, Vol.12 (22), p.9592
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ArticlesPeer ReviewedFull Text
Future climate projections for Eastern Canada
Author / Creator:Wang, Xiuquan ; Guo, Junhong ; Fenech, Adam ; Farooque, Aitazaz A.
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Climate dynamics, 2022-11, Vol.59 (9-10), p.2735-2750
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ArticlesPeer ReviewedFull Text
Statistical downscaling and projection of climatic extremes using machine learning algorithms
Author / Creator:Maqsood, Junaid ; Afzaal, Hassan ; Farooque, Aitazaz A. ; Abbas, Farhat ; Wang, Xander ; Esau, Travis
Publisher:Vienna: Springer Vienna
Journal title:Theoretical and applied climatology, 2023-08, Vol.153 (3-4), p.1033-1047
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Future projections of temperature-related indices in Prince Edward Island using ensemble average of three CMIP6 models
Author / Creator:Maqsood, Junaid ; Wang, Xiuquan ; Farooque, Aitazaz A. ; Nawaz, Rana Ali
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-06, Vol.14 (1), p.12661-12661, Article 12661
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ArticlesPeer ReviewedFull Text
Deep learning supported machine vision system to precisely automate the wild blueberry harvester header
Author / Creator:Haydar, Zeeshan ; Esau, Travis J. ; Farooque, Aitazaz A. ; Zaman, Qamar U. ; Hennessy, Patrick J. ; Singh, Kuljeet ; Abbas, Farhat
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-06, Vol.13 (1), p.10198-10198, Article 10198
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Advancement of Remote Sensing for Soil Measurements and Applications: A Comprehensive Review
Author / Creator:Abdulraheem, Mukhtar Iderawumi ; Zhang, Wei ; Li, Shixin ; Moshayedi, Ata Jahangir ; Farooque, Aitazaz A. ; Hu, Jiandong
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2023-11, Vol.15 (21), p.15444
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ArticlesPeer ReviewedFull Text
Precision Irrigation Strategies for Sustainable Water Budgeting of Potato Crop in Prince Edward Island
Author / Creator:Afzaal, Hassan ; Farooque, Aitazaz A. ; Abbas, Farhat ; Acharya, Bishnu ; Esau, Travis
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2020-03, Vol.12 (6), p.2419
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Innovation and Technological Advances for Sustainability: Proceedings of the International Conference on Innovation and Technological Advances for Sustainability, (ITAS 2023), March 01-03, 2023, Doha,...
Publisher:Taylor & Francis
Date:2025
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Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction
Author / Creator:Ali, Mumtaz ; Deo, Ravinesh C. ; Xiang, Yong ; Prasad, Ramendra ; Li, Jianxin ; Farooque, Aitazaz ; Yaseen, Zaher Mundher
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-03, Vol.12 (1), p.5488-5488, Article 5488
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ArticlesPeer ReviewedFull Text
Enhancing surface drainage mapping in eastern Canada with deep learning applied to LiDAR-derived elevation data
Author / Creator:Bilodeau, Mathieu F. ; Esau, Travis J. ; Zaman, Qamar U. ; Heung, Brandon ; Farooque, Aitazaz A.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-05, Vol.14 (1), p.10016-10016, Article 10016
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ArticlesPeer ReviewedFull Text
Hydrothermal Carbonization of Spent Coffee Grounds for Producing Solid Fuel
Author / Creator:Hu, Yulin ; Gallant, Rhea ; Salaudeen, Shakirudeen ; Farooque, Aitazaz A. ; He, Sophia
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2022-07, Vol.14 (14), p.8818
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ArticlesPeer ReviewedFull Text
Computation of Evapotranspiration with Artificial Intelligence for Precision Water Resource Management
Author / Creator:Afzaal, Hassan ; Farooque, Aitazaz A. ; Abbas, Farhat ; Acharya, Bishnu ; Esau, Travis
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2020-03, Vol.10 (5), p.1621
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ArticlesPeer ReviewedFull Text
Thermal Discomfort Levels, Building Design Concepts, and Some Heat Mitigation Strategies in Low-Income Communities of a South Asian City
Author / Creator:Ehsan, Sana ; Abbas, Farhat ; Ibrahim, Muhammad ; Ahmad, Bashir ; Farooque, Aitazaz A.
Publisher:Switzerland: MDPI AG
Journal title:International journal of environmental research and public health, 2021-03, Vol.18 (5), p.2535
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ArticlesPeer ReviewedFull Text
Design and Development of a Smart Variable Rate Sprayer Using Deep Learning
Author / Creator:Hussain, Nazar ; Farooque, Aitazaz ; Schumann, Arnold ; McKenzie-Gopsill, Andrew ; Esau, Travis ; Abbas, Farhat ; Acharya, Bishnu ; Zaman, Qamar
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2020-12, Vol.12 (24), p.4091
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ArticlesPeer ReviewedFull Text
A Review of Greenhouse Gas Emissions from Agricultural Soil
Author / Creator:Basheer, Sana ; Wang, Xiuquan ; Farooque, Aitazaz A. ; Nawaz, Rana Ali ; Pang, Tianze ; Neokye, Emmanuel Okine
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2024-06, Vol.16 (11), p.4789
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ArticlesPeer ReviewedFull Text
Application of Artificial Neural Networks to Project Reference Evapotranspiration Under Climate Change Scenarios
Author / Creator:Maqsood, Junaid ; Farooque, Aitazaz A. ; Abbas, Farhat ; Esau, Travis ; Wang, Xander ; Acharya, Bishnu ; Afzaal, Hassan
Publisher:Dordrecht: Springer Netherlands
Journal title:Water resources management, 2022-02, Vol.36 (3), p.835-851
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Showing 1 to 20 of 91 results

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Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks

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Comparison of Land Use Land Cover Classifiers Using Different Satellite Imagery and Machine Learning Techniques

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Crop Yield Prediction through Proximal Sensing and Machine Learning Algorithms

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Groundwater Estimation from Major Physical Hydrology Components Using Artificial Neural Networks and Deep Learning

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Urban Horticulture for Food Secure Cities through and beyond COVID-19

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Future climate projections for Eastern Canada

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Statistical downscaling and projection of climatic extremes using machine learning algorithms

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Future projections of temperature-related indices in Prince Edward Island using ensemble average of three CMIP6 models

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Deep learning supported machine vision system to precisely automate the wild blueberry harvester header

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Advancement of Remote Sensing for Soil Measurements and Applications: A Comprehensive Review

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Precision Irrigation Strategies for Sustainable Water Budgeting of Potato Crop in Prince Edward Island

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Innovation and Technological Advances for Sustainability: Proceedings of the International Conference on Innovation and Technological Advances for Sustainability, (ITAS 2023), March 01-03, 2023, Doha,...

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Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction

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Enhancing surface drainage mapping in eastern Canada with deep learning applied to LiDAR-derived elevation data

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Hydrothermal Carbonization of Spent Coffee Grounds for Producing Solid Fuel

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Computation of Evapotranspiration with Artificial Intelligence for Precision Water Resource Management

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Thermal Discomfort Levels, Building Design Concepts, and Some Heat Mitigation Strategies in Low-Income Communities of a South Asian City

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Design and Development of a Smart Variable Rate Sprayer Using Deep Learning

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A Review of Greenhouse Gas Emissions from Agricultural Soil

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Application of Artificial Neural Networks to Project Reference Evapotranspiration Under Climate Change Scenarios

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