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(1 - 13 of 13)
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Title
Applications of artificial intelligence and deep learning for sustainable water management in Prince Edward Island
Date
2020
Author
Afzaal, Hassan
Genre
Dissertation/Thesis
Abstract
Precision agriculture evaluates and quantifies the input needs of crops for their optimum yield and sustainable production. Growth of potato plants...
Thesis Supervisor
Farooque, Aitazaz
Publisher
University of Prince Edward Island
Publication Status
PUBLISHED
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Title
Homogeneity in patterns of climate extremes between two cities
Subtitle
A potential for flood planning in relation to climate change
Source
Water
Date
2020
Author
Abbas, Farhat
;
Farooque, Aitazaz A.
;
Afzaal, Hassan
Genre
Journal Article
Abstract
Information about potential scenarios and causes of floods is important for future planning. Historical weather data of Fredericton (New Brunswick)...
Volume
12
Issue
3
Start Page
782
DOI
10.3390/w12030782
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Title
Effect of organic soil amendments on soil characteristics
Source
2021 UPEI Undergraduate Research Days
Date
2021
Author
Apblett, Laura
;
Farooque, Aitazaz
;
Afzaal, Hassan
Genre
Abstract
Abstract
Organic soil amendments such as compost can provide a sustainable alternative to conventional inorganic fertilizers. However, as different types of...
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Title
Development of smart agriculture application to estimate real time crop water requirements in Prince Edward Island
Source
2021 UPEI Undergraduate Research Days
Date
2021
Author
Kassa, Essayas
;
Farooque, Aitazaz
;
Afzaal, Hassan
Genre
Abstract
Abstract
Smart Agriculture Application (SAA) is an innovative tool used for the agriculture sector to assist growers in various real time crop water demand...
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Title
Potential of unmanned aerial vehicles in estimation of plant health using infrared imagery
Source
2021 UPEI Undergraduate Research Days
Date
2021
Author
McLeod, Kaelyn
;
Farooque, Aitazaz
;
Afzaal, Hassan
Genre
Abstract
Abstract
Prince Edward Island (PEI) is best known for its fertile red soil, abundant crops, and prizewinning potatoes. Agriculture is the most economically...
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Title
Crop yield prediction through proximal sensing and machine learning algorithms
Source
Agronomy
Date
2020
Author
Abbas, Farhat
;
Afzaal, Hassan
;
Farooque, Aitazaz A.
;
Tang, Skylar
Genre
Journal Article
Abstract
Proximal sensing techniques can potentially survey soil and crop variables responsible for variations in crop yield. The full potential of these...
Volume
10
Issue
7
Start Page
1046
DOI
10.3390/agronomy10071046
Publication Status
PUBLISHED
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Title
Computation of Evapotranspiration with Artificial Intelligence for Precision Water Resource Management
Source
Applied Sciences
Date
2020
Author
Afzaal, Hassan
;
Farooque, Aitazaz A.
;
Abbas, Farhat
;
Acharya, Bishnu
;
Esau, Travis
Genre
Journal Article
Abstract
Accurate estimation of reference evapotranspiration (ETo) provides useful information for water resource management and sustainable agriculture....
Volume
10
Issue
5
Start Page
1621
DOI
10.3390/app10051621
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Title
Groundwater estimation from major physical hydrology components using artificial neural networks and deep learning
Source
Water
Date
2019
Author
Afzaal, Hassan
;
Farooque, Aitazaz A.
;
Abbas, Farhat
;
Acharya, Bishnu
;
Esau, Travis
Genre
Journal Article
Volume
12
Issue
1
Start Page
Article 5
DOI
10.3390/w12010005
Publication Status
PUBLISHED
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Title
Precision irrigation strategies for sustainable water budgeting of potato crop in Prince Edward Island
Source
Sustainability
Date
2020
Author
Afzaal, Hassan
;
Farooque, Aitazaz A.
;
Abbas, Farhat
;
Acharya, Bishnu
;
Esau, Travis
Genre
Journal Article
Abstract
Climate change induced uneven patterns of rainfall emphasize the use of supplemental irrigation in rainfed agriculture. The Penman–Monteith method...
Volume
12
Issue
6
Start Page
2419
DOI
10.3390/su12062419
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Title
Contribution of climate extremes to variation in potato tuber yield in Prince Edward Island
Source
Sustainability
Date
2020
Author
Maqsood, Junaid
;
Farooque, Aitazaz A.
;
Wang, Xander
;
Abbas, Farhat
;
Acharya, Bishnu
;
Afzaal, Hassan
Genre
Journal Article
Abstract
Agricultural management practices are responsible for almost two-thirds of the variations in potato tuber yield. In order to answer the research...
Volume
12
Issue
12
Start Page
4937
DOI
10.3390/su12124937
Publication Status
PUBLISHED
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Title
Application of artificial neural networks to project reference evapotranspiration under climate change scenarios
Source
Water Resources Management
Date
2022
Author
Maqsood, Junaid
;
Farooque, Aitazaz A.
;
Abbas, Farhat
;
Esau, Travis
;
Wang, Xander
;
Acharya, Bishnu
;
Afzaal, Hassan
Genre
Journal Article
Abstract
Evapotranspiration is sensitive to climate change. The main objective of this study was to examine the response of reference evapotranspiration ...
DOI
10.1007/s11269-021-02997-y
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Title
Estimation of soil surface roughness using stereo vision approach
Source
Sensors
Date
2021
Author
Azizi, Afshin
;
Abbaspour-Gilandeh, Yousef
;
Mesri-Gundoshmian, Tarahom
;
Farooque, Aitazaz A.
;
Afzaal, Hassan
Genre
Journal Article
Abstract
Soil roughness is one of the most challenging issues in the agricultural domain and plays a crucial role in soil quality. The objective of this...
Volume
21
Issue
13
Start Page
4386
DOI
10.3390/s21134386
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Title
Application of deep learning to detect Lamb’s quarters (Chenopodium album L.) in potato fields of Atlantic Canada
Source
Computers and Electronics in Agriculture
Date
2021
Author
Hussain, Nazar
;
Farooque, Aitazaz A.
;
Schumann, Arnold W.
;
Abbas, Farhat
;
Acharya, Bishnu
;
McKenzie-Gopsill, Andrew
;
Barrett, Ryan
;
Afzaal, Hassan
;
Zaman, Qamar U.
;
Cheema, Muhammad J.M.
Genre
Journal Article
Abstract
Excessive use of herbicides for weed control increases the cost of crop production and can lead to environmental degradation. An intelligent...
Volume
182
Start Page
106040
DOI
10.1016/j.compag.2021.106040