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Miroslav Trnka

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

9

DOWNLOADS

536

TOTAL CITATIONS

2

Scholarly Papers (9)

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1.

Transfer Learning for Crop Yield Forecasting: From Regional to Field Scale Using Sentinel-1 and 2 Data

Number of pages: 37 Posted: 23 Jan 2025
Emanuel Bueechi, Felix Reuß, Miroslav Pikl, Lucie Homolová, Vojtech Lukas, Miroslav Trnka and Wouter Dorigo
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Vienna University of Technology
Downloads 145 (508,926)

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Crop yield forecasting, transfer learning, machine learning, Earth observation, Sentinel-1, Sentinel-2

2.

Data-Driven Crop Yield Forecasting in the Pannonian Basin and its Skill in Years of Severe Drought

Number of pages: 27 Posted: 06 Jul 2022
Emanuel Bueechi, Milan Fischer, Laura Crocetti, Miroslav Trnka, Aleš Grlj, Luca Zappa and Wouter Dorigo
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 81 (796,622)

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Crop yield forecast, Remote Sensing, Machine learning, Random forest, Drought

3.

Climate Change Impacts on Two European Crop Rotations Via an Ensemble of Models

Number of pages: 46 Posted: 26 Sep 2024
Eva Pohanková, Petr Hlavinka, Christian Kersebaum, Claas Nendel, Alfredo Rodríguez, Jan Balek, Juraj Balkovič, Martin Dubrovsky, Gerrit Hoogenboom, Marco Moriondo, Jorgene Olesen, Johannes W.M. Pullens, Reimund P. Rötter, Margarita Ruiz-Ramos, Vakhtang Shelia, Rastislav Skalsky, Munir P. Hoffmann, Jozef Takáč, Sabina Thaler, Josef Eitzinger, Camilla Dibari, Roberto Ferrise, Luisa Leolini, Jakub Bohuslav, Monika Bláhová, Milan Fischer and Miroslav Trnka
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, International Institute for Applied Systems Analysis (IIASA) - Biodiversity and Natural Resources Program, affiliation not provided to SSRN, affiliation not provided to SSRN, National Research Council of Italy, affiliation not provided to SSRN, Aarhus University, University of Göttingen, affiliation not provided to SSRN, University of Florida, International Institute for Applied Systems Analysis (IIASA) - Biodiversity and Natural Resources Program, Agvolution GmbH, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, National Research Council Institute of Biometeorology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 69 (883,195)

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Winter wheat, silage maize, spring barley, Winter oilseed rape, crop rotation, water use, long-term simulations

4.

Water Consumption by Livestock Systems from 2002–2020 and Predictionsfor 2030–2050 for Individual Regions of the Czech Republic

Number of pages: 24 Posted: 24 Jan 2023
Vera Potopová, Marie Musiolková, Juliana Arbelaez Gaviria, Miroslav Trnka, Petr Havlík, Miroslav Trnka, Tudor Trifan, Nina Muntean and Md Rafique Ahasan Chawdhery
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, International Institute for Applied Systems Analysis (IIASA), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 57 (989,921)

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fodder production, future water-use consumption patterns, management of the water needed, EPIC crop model, Global Biosphere Management Model, Regional Climate Models

5.

Exploring False Spring Trends in Europe

Number of pages: 31 Posted: 15 May 2024
Lucas Hulsman, Lenka Bartosova, Gerard van der Schrier, Oscar Hartogensis and Miroslav Trnka
Wageningen University, affiliation not provided to SSRN, Royal Netherlands Meteorological Institute, Wageningen University and affiliation not provided to SSRN
Downloads 46 (1,109,210)
Citation 1

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late spring frostphenologyEuropeclimate change

6.

Evaluating the Ability of Satellite Remote Sensing to Detect Changes in Actual Evapotranspiration Under Contrasting Field Management Practices in the Czech Republic

Number of pages: 43 Posted: 07 Jul 2025
Tomáš Ghisi, Milan Fischer, Jakub Bohuslav, Matěj Orság, Hector Nieto, Gabriela Pozníková, Zdeněk Žalud and Miroslav Trnka
affiliation not provided to SSRN, Czech Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 41 (1,170,409)

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Water loss, TSEB, METRIC, Energy balance, Agricultural water balance, eddy covariance

7.

Impacts of Elevated Co2 Levels and Temperature on Photosynthesis and Stomatal Closure Counteracted by the Rising Atmospheric Vapor Pressure Deficit

Number of pages: 33 Posted: 12 Dec 2023
Natálie Pernicová, Otmar Urban, Josef Čáslavský, Tomáš Kolář, Michal Rybníček, Irena Sochová, Josep Penuelas and Miroslav Trnka
Mendel University in Brno, affiliation not provided to SSRN, affiliation not provided to SSRN, Mendel University in Brno, Mendel University in Brno, Mendel University in Brno, CSIC, Global Ecology Unit CREAF-CSIC-UAB and affiliation not provided to SSRN
Downloads 35 (1,249,711)
Citation 1

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Altitudinal gradient, Climate change, chronologies, plant water use efficiency, Quercus spp., tree-ring carbon isotopes

8.

Effects of wood degradation on tree-ring stable isotopes used in climate reconstructions

Number of pages: 14 Posted: 09 Mar 2026
Natálie Pernicová, Otmar Urban, Tomáš Kolář, Michal Rybníček, Eva Koňasová, Julia Weidemüller, Franz Herzig, Charles Norman, Josef Čáslavský, Miroslav Trnka, Jan Esper and Ulf Büntgen
Mendel University in Brno, affiliation not provided to SSRN, Mendel University in Brno, Mendel University in Brno, Mendel University in Brno, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Cambridge, affiliation not provided to SSRN, affiliation not provided to SSRN, Johannes Gutenberg University Mainz and University of Cambridge
Downloads 34 (1,290,922)

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dendrochronology, palaeoclimatology, proxy archives, stable isotopes, tree rings

9.

Testing the Reliability of Soil Moisture Forecast for its Use in Agriculture

Number of pages: 29 Posted: 25 Nov 2024
Monika Bláhová, Milan Fischer, Markéta Poděbradská, Petr Štěpánek, Jan Balek, Pavel Zahradníček, Lucie Kudláčková, Zdeněk Žalud and Miroslav Trnka
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 28 (1,345,526)

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SoilClim, Soil drought, Drought prediction, Forecasting performance, Flash drought