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Research outputs

Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data   [2022]

Pejak, Branislav  ; Lugonja, Predrag  ; Antić, Aleksandar; Panić, Marko  ; Pandžić, Miloš  ; Alexakis, Emmanouil; Mavrepis, Philip; Zhou, Naweiluo; Marko, Oskar  ; Crnojević, Vladimir  

Remote Sensing of Poplar Phenophase and Leaf Miner Attack in Urban Forests   [2022]

Simović, Isidora  ; Šikoparija, Branko  ; Panić, Marko  ; Radulović, Mirjana  ; Lugonja, Predrag  

Monitoring the Impact of Large Transport Infrastructure on Land Use and Environment Using Deep Learning and Satellite Imagery   [2022]

Pavlović, Marko  ; Ćulibrk, Dubravko  ; Antonic, Nenad; Ilić, Slobodan  

Integrating Geophysical and Photographic Data to Visualize the Quarried Structures of the Roman Town of Bassianae   [2021]

Filzwieser, Roland; Ivanišević, Vujadin  ; Verhoeven, Geert J.; Gugl, Christian; Loecker, Klaus; Bugarski, Ivan  ; Schiel, Hannes; Wallner, Mario; Trinks, Immo; Trausmuth, Tanja;
Hinterleitner, Alois; Marković, Nemanja  ; Docter, Roald; Daim, Falko; Neubauer, Wolfgang;

Temporal Vegetation Indices and Plant Height from Remotely Sensed Imagery Can Predict Grain Yield and Flowering Time Breeding Value in Maize via Machine Learning Regression   [2021]

Adak, Alper; Murray, Seth C; Bozinovic, Sofija S  ; Lindsey, Regan; Nakasagga, Shakirah; Chatterjee, Sumantra; Anderson, Steven LII; Wilde, Scott

Building Change Detection Method to Support Register of Identified Changes on Buildings   [2021]

Jovanović, Dušan  ; Gavrilović, Milan  ; Sladic, Dubravka  ; Radulovic, Aleksandra  ; Govedarica, Miro  

NDGRI: A Novel Sentinel-2 Normalized Difference Gamma-Radiation Index for Pixel-Level Detection of Elevated Gamma Radiation   [2025]

Simić, Marko  ; Vakanjac, Boris  ; Drobnjak, Siniša  

Regional Soil Erosion Assessment Using Remote Sensing and Field Validation: Enhancing the Erosion Potential Model   [2026]

Polovina, Siniša  ; Radić, Boris  ; Milčanović, Vukašin  ; Ristić, Ratko  ; Malušević, Ivan  ; Hadžialić, Armin; Imširović, Šemsa

Hybrid Machine Learning and Geostatistical Methods for Gap Filling and Predicting Solar-Induced Fluorescence Values   [2024]

Tadić, Jovan M.; Ilić, Velibor  ; Ilić, Slobodan  ; Pavlović, Marko  ; Tadić, Vojin

Fractal Nature of Advanced Ni-Based Superalloys Solidified on Board the International Space Station   [2021]

Mitić, Vojislav; Serpa, Cristina; Ilić, Ivana  ; Mohr, Marcus; Fecht, Hans-Jörg

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