Search Results - "Gurdak, Radoslaw"
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Remote sensing techniques to assess chlorophyll fluorescence in support of crop monitoring in Poland
Published in Miscellanea geographica (01-10-2021)“…The increase in demand for food and the need to predict the impact of a warming climate on vegetation makes it critical that the best tools for assessing crop…”
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Soil Moisture in the Biebrza Wetlands Retrieved from Sentinel-1 Imagery
Published in Remote sensing (Basel, Switzerland) (01-12-2018)“…The objective of the study was to estimate soil moisture (SM) from Sentinel-1 (S-1) satellite images acquired over wetlands. The study was carried out during…”
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Advancing Crop Yield Predictions: AQUACROP Model Application in Poland’s JECAM Fields
Published in Agronomy (Basel) (01-04-2024)“…This study, employing the AquaCrop model, demonstrated notable efficacy in assessing and predicting crop yields for winter wheat, maize, winter rapeseed, and…”
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A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index
Published in Remote sensing (Basel, Switzerland) (01-04-2021)“…The water cloud model (WCM) can be inverted to estimate leaf area index (LAI) using the intensity of backscatter from synthetic aperture radar (SAR) sensors…”
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Drought Model DISS Based on the Fusion of Satellite and Meteorological Data under Variable Climatic Conditions
Published in Remote sensing (Basel, Switzerland) (01-09-2020)“…The use of effective methods for large-area drought monitoring is an important issue; hence, there have been many attempts to solve this problem. In this…”
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Spatiotemporal estimation of gross primary production for terrestrial wetlands using satellite and field data
Published in Remote sensing applications (01-08-2022)“…The main goal of this study was to determine the GPP at the Biebrza Wetlands for sedges, reeds and grasses habitats, applying satellite data. The ground…”
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Phenology-based winter wheat classification for crop growth monitoring using multi-temporal sentinel-2 satellite data
Published in The Egyptian journal of remote sensing and space sciences (01-12-2024)“…Wheat is one of the most important staple crops consumed by more than four billion people in the world. However, its production is challenged by the impact of…”
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Modelling Net Ecosystem Exchange in the Biebrza Wetlands using satellite and meteorological data
Published in Miscellanea geographica (31-10-2022)“…The CO flux on Biebrza Wetlands in Poland is analysed by ground measurements and satellite data. The main goal of this study was to determine the Net Ecosystem…”
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Crop Growth Monitoring and Yield Prediction System Applying Copernicus Data for Poland & South Africa
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11-07-2021)“…The study is carried out for agricultural areas in Poland and South Africa for the years 2019-2021. The aim of the project is to develop crop growth monitoring…”
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Conference Proceeding -
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Neural Network-Based Soil Moisture Estimation Using Satellite SAR Data
Published in 2019 Signal Processing Symposium (SPSympo) (01-09-2019)“…Soil moisture measurement using satellite radar images for various kinds of crops is a subject widely described in the literature. Typical solutions presented…”
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Conference Proceeding -
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Crop Yield Modelling Applying Leaf Area Index Estimated from Sentinel-2 and Proba-V Data at JECAM site in Poland
Published in IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium (01-07-2018)“…The study was carried out for agricultural area in Poland for the years 2016-2017. The aim of the project was to examine the applicability of vegetation…”
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Conference Proceeding