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Other IDs

Scopus Author ID: 36930486000
ResearcherID: Y-1444-2019

Keywords

Hyper-spectral remote sensing, Spectral imaging, Image analysis, Optical imaging

Countries

Israel, Iceland

Activities

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Employment (2)

Technion Israel Institute of Technology: Haifa, Haifa, IL

2018-10-01 to present | Assistant Professor (Mapping and Geo-Information Engineering)
Employment
Source: Self-asserted source
Fadi Kizel

Unversity of Iceland: Reykjavik, 101, IS

2016-03-21 to 2018-10-10 | Postdoc fellow (Faculty of Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Fadi Kizel

Education and qualifications (2)

University of Iceland: Reykjavik, 101, IS

2016-03-21 to present | Postdoc Fellow (Faculty of Electrical and Computer Engineering)
Education
Source: Self-asserted source
Fadi Kizel

Technion Israel Institute of Technology: Haifa, Haifa, IL

2010-01-01 to 2014-03-01 | Ph.D. (Geo-information and Mapping Engineering)
Education
Source: Self-asserted source
Fadi Kizel

Professional activities (1)

IEEE: New York, NY, US

2017 to present | Senior member
Membership
Source: Self-asserted source
Fadi Kizel

Works (30)

Leveraging time-based spectral data from UAV imagery for enhanced detection of broomrape in sunflower

Smart Agricultural Technology
2025-03 | Journal article
DOI: 10.1016/j.atech.2025.100809
Contributors: Guy Atsmon; Anna Brook; Tom Avikasis Cohen; Fadi Kizel; Hanan Eizenberg; Ran Nisim Lati
Source: check_circle
Crossref

Temperature measurement in laser–metal processing using optical sensing: Radiometric calibration and validation of a multispectral camera

Measurement
2025-01 | Journal article
DOI: 10.1016/j.measurement.2024.115896
Contributors: Ruihang Dai; Aviv Cohen; Thomas Stoll; Katrin Wudy; Fadi Kizel
Source: check_circle
Crossref

Ordinary and Bundle-Unmixing Approaches Under the Influence of the BRDF Effect

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-15432
Contributors: Fadi Kizel
Source: check_circle
Crossref

Weed Species Identification: Acquisition, Feature Analysis, and Evaluation of a Hyperspectral and RGB Dataset with Labeled Data

Remote Sensing
2024-07-31 | Journal article
DOI: 10.3390/rs16152808
Contributors: Inbal Ronay; Ran Nisim Lati; Fadi Kizel
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Accounting for the aerosol type and additional satellite-borne aerosol products improves the prediction of PM2.5 concentrations

Environmental Pollution
2023 | Journal article
DOI: 10.1016/J.ENVPOL.2023.121119
WOSUID: WOS:000924094100001
Contributors: Falah, Somaya; Kizel, Fadi; Banerjee, Tirthankar; Broday, David M.
Source: check_circle
Web of Science Researcher Profile Sync

An unmixing-based BRDF correction in spectral remote sensing data

International Journal of Applied Earth Observation and Geoinformation
2023 | Journal article
DOI: 10.1016/J.JAG.2022.103161
WOSUID: WOS:000990830200001
Contributors: Kizel, Fadi; Vidro, Yulia
Source: check_circle
Web of Science Researcher Profile Sync

Early detection of the herbicidal effect of glyphosate and glufosinate by using hyperspectral imaging

Agronomy Journal
2023-09 | Journal article
DOI: 10.1002/agj2.21415
Contributors: Omer Nehurai; Guy Atsmon; Fadi Kizel; Eran Kamber; Noam Bar; Hanan Eizenberg; Ran Nisim Lati
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

BRDF LABORATORY MEASUREMENTS USING A CAMERA-AIDED SPECTRORADIOMETER

XXIII ISPRS Congress, Commission I
2022 | Journal article
DOI: 10.5194/ISPRS-ARCHIVES-XLIII-B3-2022-417-2022
WOSUID: WOS:000855647800058
Contributors: Roitberg, Elena; Malgeac, Itamar; Weil-Zattelman, Shachaf; Kizel, Fadi
Source: check_circle
Web of Science Researcher Profile Sync

Hyperspectral imaging facilitates early detection of Orobanche cumana below-ground parasitism on sunflower under field conditions

Computers and Electronics in Agriculture
2022 | Journal article
DOI: 10.1016/J.COMPAG.2022.106881
WOSUID: WOS:000912398800002
Contributors: Atsmon, Guy; Nehurai, Omer; Kizel, Fadi; Eizenberg, Hanan; Lati, Ran Nisim
Source: check_circle
Web of Science Researcher Profile Sync

IMAGE-BASED BRDF MEASUREMENT

ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences
2022 | Journal article
DOI: 10.5194/ISPRS-ANNALS-V-3-2022-171-2022
WOSUID: WOS:000855203200024
Contributors: Weil-Zattelman, Shachaf; Kizel, Fadi
Source: check_circle
Web of Science Researcher Profile Sync

MULTIVIEW ANALYSIS OF MIXED PIXELS IN THE FRACTION AND REFLECTANCE DOMAINS FOR UNDERSTANDING SUB-PIXEL TOPOGRAPHIC STRUCTURE

XXIII ISPRS Congress, Commission I
2022 | Journal article
DOI: 10.5194/ISPRS-ARCHIVES-XLIII-B3-2022-443-2022
WOSUID: WOS:000855647800062
Contributors: Vidro, Y.; Kizel, F.
Source: check_circle
Web of Science Researcher Profile Sync

THE EFFECT OF SPECTRAL MIXTURES ON WEED SPECIES CLASSIFICATION

ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences
2022 | Journal article
DOI: 10.5194/ISPRS-ANNALS-V-3-2022-477-2022
WOSUID: WOS:000855203200065
Contributors: Ronay, Inbal; Kizel, Fadi; Lati, Ran
Source: check_circle
Web of Science Researcher Profile Sync

Universal quadratic soil spectral reflectance line and its deviation patterns' relationships with chemical and textural properties: A global data base analysis

Remote Sensing of Environment
2022 | Journal article
DOI: 10.1016/J.RSE.2022.113182
WOSUID: WOS:000836905700001
Contributors: Shoshany, Maxim; Roitberg, Elena; Goldshleger, Naftaly; Kizel, Fadi
Source: check_circle
Web of Science Researcher Profile Sync

Intercomparison of Aerosol Types Reported as Part of Aerosol Product Retrieval over Diverse Geographic Regions

Remote Sensing
2022-07 | Journal article | Author
DOI: 10.3390/rs14153667
Contributors: Somaya Falah; Alaa Mhawish; Ali H. Omar; Meytar Sorek-Hamer; Alexei Lyapustin; Tirthankar Banerjee; Fadi Kizel; David Broday
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Impact of environmental attributes on the uncertainty in MAIAC/MODIS AOD retrievals: A comparative analysis

Atmospheric Environment
2021 | Journal article
DOI: 10.1016/J.ATMOSENV.2021.118659
WOSUID: WOS:000686897500002
Contributors: Falah, Somaya; Mhawish, Alaa; Sorek-Hamer, Meytar; Lyapustin, Alexei I.; Kloog, Itai; Banerjee, Tirthankar; Kizel, Fadi; Broday, David M.
Source: check_circle
Web of Science Researcher Profile Sync

Spatially Enhanced Spectral Unmixing Through Data Fusion of Spectral and Visible Images from Different Sensors

Remote Sensing
2020-04 | Journal article | Author
DOI: 10.3390/rs12081255
Contributors: Fadi Kizel; Jon Atli Benediktsson
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Ground Truth Simulation for Deep Learning Classification of Mid-Resolution Venus Images Via Unmixing of High-Resolution Hyperspectral Fenix Data

ArXiv
2019 | Journal article
WOSUID: PPRN:12923458
Contributors: Faran, Ido; S. Netanyahu, Nathan; David, Eli; Shoshany, Maxim; Kizel, Fadi; Geba Chang, Jisung; Rud, Ronit
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Web of Science Researcher Profile Sync

GROUND TRUTH SIMULATION FOR DEEP LEARNING CLASSIFICATION OF MID-RESOLUTION VENUS IMAGES VIA UNMIXING OF HIGH-RESOLUTION HYPERSPECTRAL FENIX DATA

IEEE International Geoscience and Remote Sensing Symposium - IGARSS
2019 | Conference paper
DOI: 10.1109/IGARSS.2019.8900186
WOSUID: WOS:000519270600187
Contributors: Faran, Ido; Netanyahu, Nathan S.; David, Eli (Omid); Shoshany, Maxim; Kizel, Fadi; Chang, Jisung Geba; Rud, Ronit
Source: check_circle
Web of Science Researcher Profile Sync

Data Fusion of Spectral and Visible Images for Resolution Enhancement of Fraction Maps Through Neural Network and Spatial Statistical Features

6TH WORKSHOP ON HYPERSPECTRAL IMAGE AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING (WHISPERS)
2018 | Journal article
DOI: 10.1109/WHISPERS.2018.8747053
WOSUID: WOS:000482659100028
Contributors: Kizel, Fadi; Benediktsson, Jon Atli
Source: check_circle
Web of Science Researcher Profile Sync

Hekla Volcano, Iceland, in the 20th Century: Lava Volumes, Production Rates, and Effusion Rates

Geophysical Research Letters
2018 | Journal article
DOI: 10.1002/2017GL076887
EID:

2-s2.0-85042357638
Contributors: Pedersen, G.B.M.; Belart, J.M.C.; Magnússon, E.; Vilmundardóttir, O.K.; Kizel, F.; Sigurmundsson, F.S.; Gísladóttir, G.; Benediktsson, J.A.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier
grade
Preferred source (of 2)‎

Historical lava flow fields at Hekla volcano, South Iceland

Jokull
2018 | Journal article
WOSUID: WOS:000459951500001
Contributors: Pedersen, Gro Birkefeldt Moller; Montalvo, Jorge; Einarsson, Pall; Vilmundardottir, Olga Kolbrun; Sigurmundsson, Fridthor Sofus; Belart, Joaquin Munoz-Cobo; Hjartardottir, Asta Rut; Kizel, Fadi; Rustowicz, Rose; Falco, Nicola et al.
Source: check_circle
Web of Science Researcher Profile Sync

Node-to-node field calibration of wireless distributed air pollution sensor network

Environmental Pollution
2018 | Journal article
DOI: 10.1016/j.envpol.2017.09.042
EID:

2-s2.0-85029758290
Contributors: Kizel, F.; Etzion, Y.; Shafran-Nathan, R.; Levy, I.; Fishbain, B.; Bartonova, A.; Broday, D.M.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier
grade
Preferred source (of 2)‎

Of mosses and men: Plant succession, soil development and soil carbon accretion in the sub-Arctic volcanic landscape of Hekla, Iceland

Progress in Physical Geography
2018 | Journal article
DOI: 10.1177/0309133318798754
WOSUID: WOS:000454140800005
Contributors: Vilmundardottir, Olga Kolbrun; Sigurmundsson, Friothornor Sofus; Pedersen, Gro Birkefeldt Moller; Belart, Joaquin Munoz-Cobo; Kizel, Fadi; Falco, Nicola; Benediktsson, Jon Atli; Gisladottir, Gudrun
Source: check_circle
Web of Science Researcher Profile Sync

Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018 | Journal article
DOI: 10.1109/JSTARS.2018.2804666
EID:

2-s2.0-85046358774
Contributors: Kizel, F.; Benediktsson, J.A.; Bruzzone, L.; Pedersen, G.B.M.; Vilmundardottir, O.K.; Falco, N.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier
grade
Preferred source (of 2)‎

Spatially adaptive hyperspectral unmixing through endmembers analytical localization based on sums of anisotropic 2D Gaussians

ISPRS Journal of Photogrammetry and Remote Sensing
2018 | Journal article
DOI: 10.1016/j.isprsjprs.2018.03.021
EID:

2-s2.0-85046883488
Contributors: Kizel, F.; Shoshany, M.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier
grade
Preferred source (of 2)‎

A stepwise analytical projected gradient descent search for hyperspectral unmixing and its code vectorization

IEEE Transactions on Geoscience and Remote Sensing
2017 | Journal article
DOI: 10.1109/TGRS.2017.2692999
EID:

2-s2.0-85018915568
Contributors: Kizel, F.; Shoshany, M.; Netanyahu, N.S.; Even-Tzur, G.; Benediktsson, J.A.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier
grade
Preferred source (of 2)‎

An evaluation tool kit of air quality micro-sensing units

Science of the Total Environment
2017 | Journal article
DOI: 10.1016/j.scitotenv.2016.09.061
EID:

2-s2.0-84995814985
Contributors: Fishbain, B.; Lerner, U.; Broday, D.M.; Etzion, Y.; Kizel, F.; Golumbic, Y.N.; Yacobi, T.; Drahler, D.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier

Simultaneous empirical line calibration of multiple spectral images

International Geoscience and Remote Sensing Symposium (IGARSS)
2017 | Conference paper
DOI: 10.1109/IGARSS.2017.8127924
EID:

2-s2.0-85041805112
Contributors: Kizel, F.; Bruzzone, L.; Benediktsson, J.A.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier

Spatially adaptive hyperspectral unmixing based on sums of 2D Gaussians for modelling endmember fraction surfaces

International Geoscience and Remote Sensing Symposium (IGARSS)
2015 | Conference paper
DOI: 10.1109/IGARSS.2015.7326812
EID:

2-s2.0-84962583913
Contributors: Kizel, F.; Shoshany, M.; Netanyahu, N.S.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier

An iterative search in end-member fraction space for spectral unmixing

IEEE Geoscience and Remote Sensing Letters
2011 | Journal article
DOI: 10.1109/LGRS.2010.2101578
EID:

2-s2.0-79959742180
Contributors: Shoshany, M.; Kizel, F.; Netanyahu, N.S.; Goldshlager, N.; Jarmer, T.; Even-Tzur, G.
Source: Self-asserted source
Fadi Kizel via Scopus - Elsevier

Peer review (59 reviews for 12 publications/grants)

Review activity for Agriculture, ecosystems & environment. (2)
Review activity for Computers and electronics in agriculture. (2)
Review activity for GIScience & remote sensing. (1)
Review activity for IEEE geoscience and remote sensing letters : (19)
Review activity for IEEE journal of selected topics in applied earth observations and remote sensing. (1)
Review activity for IEEE transactions on geoscience and remote sensing : (7)
Review activity for ISPRS journal of photogrammetry and remote sensing. (1)
Review activity for ISPRS journal of photogrammetry and remote sensing. (4)
Review activity for Land degradation & development. (2)
Review activity for Nature communications (1)
Review activity for Remote sensing. (18)
Review activity for Smart agricultural technology. (1)
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