Search results
- 1.0575101 - ÚVGZ 2024 RIV NL eng J - Journal Article
Bueechi, E. - Fischer, Milan - Crocetti, L. - Trnka, Miroslav - Grlj, A. - Zappa, L. - Dorigo, W.
Crop yield anomaly forecasting in the Pannonian basin using gradient boosting and its performance in years of severe drought.
Agricultural and Forest Meteorology. Roč. 340, SEP (2023), č. článku 109596. ISSN 0168-1923. E-ISSN 1873-2240
R&D Projects: GA MŠMT(CZ) EF16_019/0000797
Research Infrastructure: CzeCOS IV - 90248
Institutional support: RVO:86652079
Keywords : Crop yield forecast * Remote sensing * Machine learning * XGBoost * Drought
OECD category: Meteorology and atmospheric sciences
Impact factor: 6.2, year: 2022
Method of publishing: Open access
https://www.sciencedirect.com/science/article/pii/S0168192323002873?via%3Dihub
Permanent Link: https://hdl.handle.net/11104/0344960File Download Size Commentary Version Access 1-s2.0-S0168192323002873-main.pdf 3 6.8 MB Publisher’s postprint open-access - 2.0574339 - ÚVGZ 2024 RIV CH eng J - Journal Article
Meitner, Jan - Balek, Jan - Bláhová, Monika - Semerádová, Daniela - Hlavinka, Petr - Lukas, V. - Jurečka, František - Žalud, Zdeněk - Klem, Karel - Anderson, M. C. - Wouter, D. - Fischer, Milan - Trnka, Miroslav
Estimating Drought-Induced Crop Yield Losses at the Cadastral Area Level in the Czech Republic.
Agronomy. Roč. 13, č. 7 (2023), č. článku 1669. E-ISSN 2073-4395
R&D Projects: GA MŠMT(CZ) EF16_019/0000797
Research Infrastructure: CzeCOS IV - 90248
Institutional support: RVO:86652079
Keywords : crop yield loss * drought * remote sensing * artificial neural network
OECD category: Agriculture
Impact factor: 3.7, year: 2022
Method of publishing: Open access
https://www.mdpi.com/2073-4395/13/7/1669
Permanent Link: https://hdl.handle.net/11104/0344681File Download Size Commentary Version Access agronomy-13-01669.pdf 8 20 MB Publisher’s postprint open-access - 3.0545755 - ÚVGZ 2022 RIV NL eng J - Journal Article
Jurečka, František - Fischer, Milan - Hlavinka, Petr - Balek, Jan - Semerádová, Daniela - Bláhová, Monika - Anderson, M. C. - Hain, C. - Žalud, Zdeněk - Trnka, Miroslav
Potential of water balance and remote sensing-based evapotranspiration models to predict yields of spring barley and winter wheat in the Czech Republic.
Agricultural Water Management. Roč. 256, OCT (2021), č. článku 107064. ISSN 0378-3774. E-ISSN 1873-2283
R&D Projects: GA MŠMT(CZ) EF16_019/0000797
Research Infrastructure: CzeCOS III - 90123
Institutional support: RVO:86652079
Keywords : evaporative stress index * crop yield * agricultural drought * central-europe * united-states * time-series * soil * climate * system * parameterization * Artificial neural network * Crop yield prediction * Evapotranspiration * Evaporative stress index * Spring barley * Winter wheat
OECD category: Agriculture
Impact factor: 6.611, year: 2021
Method of publishing: Limited access
https://www.sciencedirect.com/science/article/pii/S0378377421003292?via%3Dihub
Permanent Link: http://hdl.handle.net/11104/0322417 - 4.0536956 - ÚVGZ 2021 RIV DE eng J - Journal Article
Crocetti, L. - Forkel, M. - Fischer, Milan - Jurečka, František - Grlj, A. - Salentinig, A. - Trnka, Miroslav - Anderson, M. - Ng, W.-T. - Kokalj, Z. - Bucur, A. - Dorigo, W.
Earth Observation for agricultural drought monitoring in the Pannonian Basin (southeastern Europe): current state and future directions.
Regional Environmental Change. Roč. 20, č. 4 (2020), č. článku 123. ISSN 1436-3798. E-ISSN 1436-378X
R&D Projects: GA MŠMT(CZ) EF16_019/0000797
Institutional support: RVO:86652079
Keywords : soil-moisture index * induced chlorophyll fluorescence * water deficit index * vegetation index * crop yield * climate data * trends * modis * simulations * temperature * Pannonian Basin * Earth Observation * Agricultural drought * Machine learning
OECD category: Water resources
Impact factor: 3.678, year: 2020
Method of publishing: Open access
https://link.springer.com/article/10.1007/s10113-020-01710-w
Permanent Link: http://hdl.handle.net/11104/0314705 - 5.0524527 - ÚVGZ 2021 RIV NL eng J - Journal Article
Potopová, V. - Trnka, Miroslav - Hamouz, P. - Soukup, J. - Castravet, T.
Statistical modelling of drought-related yield losses using soil moisture-vegetation remote sensing and multiscalar indices in the south-eastern Europe.
Agricultural Water Management. Roč. 236, JUN (2020), č. článku 106168. ISSN 0378-3774. E-ISSN 1873-2283
R&D Projects: GA MŠMT(CZ) EF16_019/0000797
Institutional support: RVO:86652079
Keywords : crop yield * climate-change * standardized precipitation * agricultural drought * performance * risk * wine * scatterometer * temperature * validation * evi2 modis * SWI-12 and SWI-14 ASCAT * Remotely sensed drought indices * SPEI climate-based drought index * Bayesian neural network * Statistical modelling of risk
OECD category: Agriculture
Impact factor: 4.516, year: 2020
Method of publishing: Limited access
https://www.sciencedirect.com/science/article/pii/S0378377420303656?via%3Dihub
Permanent Link: http://hdl.handle.net/11104/0308876 - 6.0504427 - ÚVGZ 2020 RIV NL eng J - Journal Article
Garofalo, P. - Ventrella, D. - Kersebaum, K. C. - Gobin, A. - Trnka, Miroslav - Giglio, L. - Dubrovský, Martin - Castellini, M.
Water footprint of winter wheat under climate change: Trends and uncertainties associated to the ensemble of crop models.
Science of the Total Environment. Roč. 658, march (2019), s. 1186-1208. ISSN 0048-9697. E-ISSN 1879-1026
Research Infrastructure: CzeCOS II - 90061
Institutional support: RVO:86652079
Keywords : durum-wheat * change projections * rice production * change impacts * yield * temperature * sensitivity * evapotranspiration * requirements * agriculture * Climate change * Green water * Blue water * Water use * Crop yield forecasting
OECD category: Climatic research
Impact factor: 6.551, year: 2019
Method of publishing: Open access with time embargo
https://reader.elsevier.com/reader/sd/pii/S0048969718351520?token=1F2A1F694E5A844F37077A984E0820CC0748F532D2A827DE19DD9F46894A02A86C8B341E733947DE74053E5C899967A6
Permanent Link: http://hdl.handle.net/11104/0296061 - 7.0500045 - ÚVGZ 2019 RIV CZ eng J - Journal Article
Jurečka, František - Lukas, Vojtěch - Hlavinka, Petr - Semerádová, Daniela - Žalud, Zdeněk - Trnka, Miroslav
Estimating crop yields at the field level using landsat and modis products.
Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis. Roč. 66, č. 5 (2018), s. 1141-1150. ISSN 1211-8516. E-ISSN 2464-8310
R&D Projects: GA MŠMT(CZ) EF16_019/0000797
Institutional support: RVO:86652079
Keywords : Crop yield * Remote sensing * Satellites * Unmanned aerial vehicles * Vegetation indices * Yield estimation
OECD category: Agronomy, plant breeding and plant protection
Permanent Link: http://hdl.handle.net/11104/0292205 - 8.0494129 - ÚVGZ 2019 RIV GB eng J - Journal Article
Gargallo-Garriga, Albert - Preece, C. - Sardans, J. - Oravec, Michal - Urban, Otmar - Penuelas, J.
Root exudate metabolomes change under drought and show limited capacity for recovery.
Scientific Reports. Roč. 8, AUG (2018), č. článku 12696. ISSN 2045-2322. E-ISSN 2045-2322
R&D Projects: GA MŠMT(CZ) LO1415; GA MŠMT(CZ) EF16_013/0001609
Research Infrastructure: CzeCOS II - 90061
Institutional support: RVO:86652079
Keywords : different growth-stages * water-stress * chlorophyll fluorescence * osmolyte accumulation * acid accumulation * enhanced drought * climate-change * soil carbon * crop-yield * plants
OECD category: Cell biology
Impact factor: 4.011, year: 2018
Permanent Link: http://hdl.handle.net/11104/0287390 - 9.0485233 - ÚVGZ 2019 RIV CZ eng C - Conference Paper (international conference)
Jurečka, František - Lukas, Vojtěch - Hlavinka, Petr - Semerádová, Daniela - Fischer, Milan - Žalud, Zdeněk - Trnka, Miroslav
Application of multispectral remote sensing indices for sensing indices for estimating crop yields at field level.
Quo vaditis agriculture, forestry and society under global change? Conference proceeding. Brno: Global change research institute, 2017 - (Urban, O.; Šprtová, M.; Klem, K.), s. 66-69. ISBN 978-80-87902-22-6.
[Quo vaditis agriculture, forestry and society under Global Change? Velké Karlovice (CZ), 02.10.2017-04.10.2017]
R&D Projects: GA MŠMT(CZ) LO1415
Institutional support: RVO:86652079
Keywords : remote sensing * crop yield * vegetation
OECD category: Agronomy, plant breeding and plant protection
Permanent Link: http://hdl.handle.net/11104/0280300 - 10.0464840 - ÚVGZ 2017 RIV DE eng J - Journal Article
Trnka, Miroslav - Olesen, J. E. - Kersebaum, K. C. - Rötter, R. P. - Brázdil, Rudolf - Eitzinger, Josef - Jansen, S. - Skjelväg, A. O. - Peltonen-Sainio, P. - Hlavinka, Petr - Balek, J. - Eckersten, H. - Gobin, A. - Vučeti, V. - Dalla Marta, A. - Orlandini, S. - Alexandrov, V. - Semerádová, Daniela - Štěpánek, Petr - Svobodová, Eva - Rajdl, Kamil
Changing regional weather−crop yield relationships across Europe between 1901 and 2012.
Climate Research. Roč. 70, 2-3 (2016), s. 195-214. ISSN 0936-577X. E-ISSN 1616-1572
R&D Projects: GA MŠMT(CZ) LO1415; GA MŠMT(CZ) LD13030; GA MZe QJ1310123; GA ČR GA13-19831S
Research Infrastructure: CzeCOS II - 90061
Institutional support: RVO:86652079
Keywords : Climatic trend * Weather–crop yield relationship * Wheat * Barley * Yield trend * Drought * Europe
Subject RIV: DG - Athmosphere Sciences, Meteorology
Impact factor: 1.578, year: 2016
Method of publishing: Open access
http://www.int-res.com/abstracts/cr/v70/n2-3/p195-214/
Permanent Link: http://hdl.handle.net/11104/0263599