An investigation into machine learning regression techniques for the leaf rust disease detection using hyperspectral measurement D Ashourloo, H Aghighi, AA Matkan, MR Mobasheri, AM Rad IEEE Journal of selected topics in applied earth observations and remote …, 2016 | 196 | 2016 |
Machine learning regression techniques for the silage maize yield prediction using time-series images of Landsat 8 OLI H Aghighi, M Azadbakht, D Ashourloo, HS Shahrabi, S Radiom IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 189 | 2018 |
Developing Two Spectral Disease Indices for Detection of Wheat Leaf Rust (Pucciniatriticina) D Ashourloo, MR Mobasheri, A Huete Remote Sensing 6 (6), 4723-4740, 2014 | 189 | 2014 |
Evaluating the effect of different wheat rust disease symptoms on vegetation indices using hyperspectral measurements D Ashourloo, MR Mobasheri, A Huete Remote Sensing 6 (6), 5107-5123, 2014 | 143 | 2014 |
Wheat leaf rust detection at canopy scale under different LAI levels using machine learning techniques M Azadbakht, D Ashourloo, H Aghighi, S Radiom, A Alimohammadi Computers and Electronics in Agriculture 156, 119-128, 2019 | 99 | 2019 |
Automatic canola mapping using time series of sentinel 2 images D Ashourloo, HS Shahrabi, M Azadbakht, H Aghighi, H Nematollahi, ... ISPRS Journal of Photogrammetry and Remote Sensing 156, 63-76, 2019 | 91 | 2019 |
A novel method for automatic potato mapping using time series of Sentinel-2 images D Ashourloo, HS Shahrabi, M Azadbakht, AM Rad, H Aghighi, S Radiom Computers and Electronics in Agriculture 175, 105583, 2020 | 50 | 2020 |
Developing an index for detection and identification of disease stages D Ashourloo, AA Matkan, A Huete, H Aghighi, MR Mobasheri IEEE Geoscience and remote sensing letters 13 (6), 851-855, 2016 | 50 | 2016 |
A new phenology-based method for mapping wheat and barley using time-series of Sentinel-2 images D Ashourloo, H Nematollahi, A Huete, H Aghighi, M Azadbakht, ... Remote Sensing of Environment 280, 113206, 2022 | 46 | 2022 |
Developing an automatic phenology-based algorithm for rice detection using sentinel-2 time-series data AM Rad, D Ashourloo, HS Shahrabi, H Nematollahi IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 35 | 2019 |
A novel automatic method for alfalfa mapping using time series of Landsat-8 OLI data D Ashourloo, HS Shahrabi, M Azadbakht, H Aghighi, AA Matkan, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 26 | 2018 |
Alfalfa yield estimation based on time series of Landsat 8 and PROBA-V images: An investigation of machine learning techniques and spectral-temporal features M Azadbakht, D Ashourloo, H Aghighi, S Homayouni, HS Shahrabi, ... Remote Sensing Applications: Society and Environment 25, 100657, 2022 | 20 | 2022 |
The analysis of the spatio-temporal changes and prediction of built-up lands and urban heat islands using multi-temporal satellite imagery K Ezimand, H Aghighi, D Ashourloo, A Shakiba Sustainable Cities and Society 103, 105231, 2024 | 16 | 2024 |
Analysis of relationship between land use/cover and urban heat island, using ETM+ A Shakiba, P Firoozabadi, D Ashourloo, S Namdari Remote Sens. GIS 1, 39-56, 2009 | 15 | 2009 |
Application of remote sensing in monitoring of faults M Yazdi, N Sadati, AA Matkan, D Ashoorloo INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH (IJER) 5 (2), 457-468, 2011 | 13 | 2011 |
Drought Assessment in Arid Regions Using Vegetation Indices-a Case Study of M Ebrahimi Khusfi, R Darvishzade, A Matkan, D Ashourloo Environmental Sciences 7 (4), 2010 | 11 | 2010 |
Wheat yield prediction based on Sentinel-2, regression, and machine learning models in Hamedan, Iran D Ashourloo, M Manafifard, M Behifar, M Kohandel Scientia Iranica 29 (6), 3230-3243, 2022 | 10 | 2022 |
Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran K Kabir, A Taherinia, D Ashourloo, A Khosravi, H Karim, ... BMC infectious diseases 21, 1-10, 2021 | 9 | 2021 |
Drought assessment in arid regions using vegetation indices–A case study of Shirkooh of Yazd in Central Iran EK Mohsen, D Roshanak, M Aliakbar, A Davood Environ Sci 7, 59-72, 2010 | 4 | 2010 |
Irrigated and non-irrigated wheat classification based on cultivation calendar by IHS algorithm. A Davood, MA Akbar, A Hossain, H Amin, G Ali, A Morteza | 4 | 2008 |