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Davoud Ashourloo
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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
1962016
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
1892018
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
1892014
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
1432014
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
992019
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
912019
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
502020
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
502016
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
462022
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
352019
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
262018
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
202022
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
162024
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
152009
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
132011
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
112010
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
102022
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
92021
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
42010
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
42008
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