Crop yield prediction through proximal sensing and machine learning algorithms F Abbas, H Afzaal, AA Farooque, S Tang Agronomy 10 (7), 1046, 2020 | 189 | 2020 |
Groundwater estimation from major physical hydrology components using artificial neural networks and deep learning H Afzaal, AA Farooque, F Abbas, B Acharya, T Esau Water 12 (1), 5, 2019 | 133 | 2019 |
Precision irrigation strategies for sustainable water budgeting of potato crop in Prince Edward Island H Afzaal, AA Farooque, F Abbas, B Acharya, T Esau Sustainability 12 (6), 2419, 2020 | 73 | 2020 |
Detection of a potato disease (early blight) using artificial intelligence H Afzaal, AA Farooque, AW Schumann, N Hussain, A McKenzie-Gopsill, ... Remote Sensing 13 (3), 411, 2021 | 64 | 2021 |
Computation of evapotranspiration with artificial intelligence for precision water resource management H Afzaal, AA Farooque, F Abbas, B Acharya, T Esau Applied Sciences 10 (5), 1621, 2020 | 58 | 2020 |
Forecasting daily evapotranspiration using artificial neural networks for sustainable irrigation scheduling AA Farooque, H Afzaal, F Abbas, M Bos, J Maqsood, X Wang, N Hussain Irrigation Science, 1-15, 2022 | 33 | 2022 |
Contribution of climate extremes to variation in potato tuber yield in Prince Edward Island J Maqsood, AA Farooque, X Wang, F Abbas, B Acharya, H Afzaal Sustainability 12 (12), 4937, 2020 | 28 | 2020 |
Field evaluation of a deep learning-based smart variable-rate sprayer for targeted application of agrochemicals AA Farooque, N Hussain, AW Schumann, F Abbas, H Afzaal, ... Smart Agricultural Technology 3, 100073, 2023 | 27 | 2023 |
Application of artificial neural networks to project reference evapotranspiration under climate change scenarios J Maqsood, AA Farooque, F Abbas, T Esau, X Wang, B Acharya, H Afzaal Water Resources Management, 1-17, 2022 | 25 | 2022 |
Application of deep learning to detect Lamb’s quarters (Chenopodium album L.) in potato fields of Atlantic Canada N Hussain, AA Farooque, AW Schumann, F Abbas, B Acharya, ... Computers and Electronics in Agriculture 182, 106040, 2021 | 24 | 2021 |
Estimation of soil surface roughness using stereo vision approach A Azizi, Y Abbaspour-Gilandeh, T Mesri-Gundoshmian, AA Farooque, ... Sensors 21 (13), 4386, 2021 | 15 | 2021 |
Red-green-blue to normalized difference vegetation index translation: a robust and inexpensive approach for vegetation monitoring using machine vision and generative … AA Farooque, H Afzaal, R Benlamri, S Al-Naemi, E MacDonald, F Abbas, ... Precision Agriculture 24 (3), 1097-1115, 2023 | 9 | 2023 |
Homogeneity in patterns of climate extremes between two cities—A potential for flood planning in relation to climate change F Abbas, AA Farooque, H Afzaal Water 12 (3), 782, 2020 | 9 | 2020 |
Statistical downscaling and projection of climatic extremes using machine learning algorithms J Maqsood, H Afzaal, AA Farooque, F Abbas, X Wang, T Esau Theoretical and Applied Climatology 153 (3), 1033-1047, 2023 | 7 | 2023 |
Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest M Jamei, M Ali, H Afzaal, M Karbasi, A Malik, AA Farooque, Z Haydar, ... Computers and Electronics in Agriculture 216, 108479, 2024 | 2 | 2024 |
Mapping crop evapotranspiration with high-resolution imagery and meteorological data: insights into sustainable agriculture in Prince Edward Island F Imtiaz, A Farooque, X Wang, F Abbas, H Afzaal, T Esau, B Acharya, ... Frontiers in Remote Sensing 4, 1274019, 2023 | 2 | 2023 |
Artificial neural modeling for precision agricultural water management practices H Afzaal, AA Farooque, TJ Esau, AW Schumann, QU Zaman, F Abbas, ... Precision Agriculture, 169-186, 2023 | 2 | 2023 |
The potential of biochar incorporation into agricultural soils to promote sustainable agriculture: insights from soil health, crop productivity, greenhouse gas emission … MS Ullah, R Malekian, GS Randhawa, YS Gill, S Singh, TJ Esau, ... Reviews in Environmental Science and Bio/Technology, 1-26, 2024 | 1 | 2024 |
Development of Decision Support Framework for Soil Conservation and Profitability Mapping using Drone Imagery SHH Shah, E McDonald, SA Naemi, AA Farooque, SJ Cheema, H Afzaal, ... Available at SSRN 4556017, 2023 | | 2023 |
Potential of unmanned aerial vehicles in estimation of plant health using infrared imagery K McLeod, A Farooque, H Afzaal 2021 UPEI Undergraduate Research Days, 2021 | | 2021 |