Landsat and Sentinel-2 images as a tool for the effective estimation of winter and spring cultivar growth and yield prediction in the Czech Republic

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This paper evaluates the efficiency of free-access Sentinel 2 and Landsat 5, 7 and 8 satellite images scanned by different sensors on wheat growth and..." /> <meta name="citation_title" content="Landsat and Sentinel-2 images as a tool for the effective estimation of winter and spring cultivar growth and yield prediction in the Czech Republic" /> <meta name="citation_doi" content="10.31545/intagr/126593" /> <meta name="dc.identifier" content="doi:10.31545/intagr/126593" /> <meta name="citation_journal_title" content="International Agrophysics" /> <meta name="citation_issn" content="0236-8722" /> <meta name="citation_issn" content="2300-8725" /> <meta name="citation_volume" content="34" /> <meta name="citation_issue" content="3" /> <meta name="citation_publisher" content="Bohdan Dobrzański Institute of Agrophysics Polish Academy of Sciences" /> <meta name="citation_language" content="english" /> <meta name="citation_journal_abbrev" content="Int. Agrophys." /> <meta name="citation_author" content="Zdeněk Jelínek" /> <meta name="citation_author" content="Jitka Kumhálová" /> <meta name="citation_author" content="Jan Chyba" /> <meta name="citation_author" content="Marie Wohlmuthová" /> <meta name="citation_author" content="Mikuláš Madaras" /> <meta name="citation_author" content="František Kumhála" /> <meta name="citation_publication_date" content="2020/09/28" /> <meta name="citation_online_date" content="2020/09/28" /> <meta name="citation_firstpage" content="391" /> <meta name="citation_lastpage" content="406" /> <meta name="citation_fulltext_world_readable" content="" /> <meta name="citation_pdf_url" content="http://www.international-agrophysics.org/pdf-126593-55371?filename=Landsat and Sentinel_2.pdf" /> <meta name="citation_keywords" content="agriculture; Satellite Imagery; wheat varieties; satellite sensors" /> <title> Landsat and Sentinel-2 images as a tool for the effective estimation of winter and spring cultivar growth and yield prediction in the Czech Republic </title> <script type="text/javascript" src="https://platform-api.sharethis.com/js/sharethis.js#property=647f0be740353a0019caf2e3&product=inline-share-buttons&source=platform" async="async"></script>  </head> <body> <div class="container-fluid"> <div class="d-none d-md-block"> </div> <div class="d-block d-md-none"> <div class="mMenu"> <a href="#" onclick="$('#mMenuCollapse').slideToggle(400); 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}); </script> <div class="subtitleUnderline"></div> <div class="magAbstractAuthors"> <div class="dirLeft"> <div class="dirLeft " id="author_149538" onmouseover="highlightAffs('1', 1, 149538); return false;" onmouseout="highlightAffs('1', 0, 149538); return false;"> <a href="http://www.international-agrophysics.org/Author-Zdeněk-Jelínek/149538" class="black">Zdeněk Jelínek</a> <span class=""> <sup> 1 </sup> </span> </div> <div class="dirLeft"><a href="mailto:jelinekzdenek@tf.czu.cz"><div class="icon icon-envelope-o"></div></a></div> <div class="dirLeft"> <a href="https://orcid.org/0000-0001-6979-9146" target="_blank"><div class="icon icon-orcid"></div></a> </div> <div class="dirLeft pad-right-5">,</div> <div class="clearAll"> </div> </div> <div class="dirLeft"> <div class="dirLeft " id="author_112265" onmouseover="highlightAffs('1', 1, 112265); return false;" onmouseout="highlightAffs('1', 0, 112265); return false;"> <a href="http://www.international-agrophysics.org/Author-Jitka-Kumhálová/112265" class="black">Jitka Kumhálová</a> <span class=""> <sup> 1 </sup> </span> </div> <div class="dirLeft"><a href="mailto:kumhalova@tf.czu.cz"><div class="icon icon-envelope-o"></div></a></div> <div class="dirLeft"> <a href="https://orcid.org/0000-0002-0867-411X" target="_blank"><div class="icon icon-orcid"></div></a> </div> <div class="dirLeft pad-right-5">,</div> <div class="clearAll"> </div> </div> <div class="dirLeft"> <div class="dirLeft " id="author_149539" onmouseover="highlightAffs('2', 1, 149539); return false;" onmouseout="highlightAffs('2', 0, 149539); return false;"> <a href="http://www.international-agrophysics.org/Author-Jan-Chyba/149539" class="black">Jan Chyba</a> <span class=""> <sup> 2 </sup> </span> </div> <div class="dirLeft"><a href="mailto:chyba@tf.czu.cz"><div class="icon icon-envelope-o"></div></a></div> <div class="dirLeft"> <a href="https://orcid.org/0000-0003-4829-1903" target="_blank"><div class="icon icon-orcid"></div></a> </div> <div class="dirLeft pad-right-5">,</div> <div class="clearAll"> </div> </div> <div class="dirLeft"> <div class="dirLeft " id="author_149540" onmouseover="highlightAffs('3', 1, 149540); return false;" onmouseout="highlightAffs('3', 0, 149540); return false;"> <a href="http://www.international-agrophysics.org/Author-Marie-Wohlmuthová/149540" class="black">Marie Wohlmuthová</a> <span class=""> <sup> 3 </sup> </span> </div> <div class="dirLeft"><a href="mailto:wohlmuthova@tf.czu.cz"><div class="icon icon-envelope-o"></div></a></div> <div class="dirLeft"> <a href="https://orcid.org/0000-0001-7310-6322" target="_blank"><div class="icon icon-orcid"></div></a> </div> <div class="dirLeft pad-right-5">,</div> <div class="clearAll"> </div> </div> <div class="dirLeft"> <div class="dirLeft " id="author_149541" onmouseover="highlightAffs('4', 1, 149541); return false;" onmouseout="highlightAffs('4', 0, 149541); return false;"> <a href="http://www.international-agrophysics.org/Author-Mikuláš-Madaras/149541" class="black">Mikuláš Madaras</a> <span class=""> <sup> 4 </sup> </span> </div> <div class="dirLeft"><a href="mailto:madaras@vurv.cz"><div class="icon icon-envelope-o"></div></a></div> <div class="dirLeft"> <a href="https://orcid.org/0000-0001-6865-6020" target="_blank"><div class="icon icon-orcid"></div></a> </div> <div class="dirLeft pad-right-5">,</div> <div class="clearAll"> </div> </div> <div class="dirLeft"> <div class="dirLeft " id="author_149542" onmouseover="highlightAffs('4', 1, 149542); return false;" onmouseout="highlightAffs('4', 0, 149542); return false;"> <a href="http://www.international-agrophysics.org/Author-František-Kumhála/149542" class="black">František Kumhála</a> <span class=""> <sup> 4 </sup> </span> </div> <div class="dirLeft"><a href="mailto:kumhala@tf.czu.cz"><div class="icon icon-envelope-o"></div></a></div> <div class="dirLeft"> <a href="https://orcid.org/0000-0002-7782-6033" target="_blank"><div class="icon icon-orcid"></div></a> </div> <div class="clearAll"> </div> </div> <div class="clearAll"> </div> </div> <div style="height: 10px;line-height: 10px;font-size: 0;"> </div> <a class="articleDetails" href="#" onclick="$('#articleDetailsId').toggle(200); $('#moreDetailsId').toggle(); $('#hideDetailsId').toggle(); $('[rel=contributionRel]').toggle(200); return false; " id="moreDetailsId"><div class="dirLeft icon icon-angle-down"></div>More details</a> <a class="articleDetails" href="#" onclick="$('#articleDetailsId').toggle(200); $('#hideDetailsId').toggle(); $('#moreDetailsId').toggle(); $('[rel=contributionRel]').toggle(200); return false; " id="hideDetailsId"><div class="dirLeft icon icon-angle-up"></div>Hide details</a> <div id="articleDetailsId"> <div class="affiliations"> <div class="simple-list"> <div class="list-row-small" id="aff_1" onmouseover="highlightAuthors('149538,112265', 1, 1); return false;" onmouseout="highlightAuthors('149538,112265', 0, 1); return false;"> <div class="dirLeft w-23px pad-left-4 em-08">1</div> <div class="dirLeft w-100-c23 em-095">Department of Machinery Utilization, Faculty of Engineering, Czech University of Life Sciences, Kamýcká 129, 165 21 Prague 6 – Suchdol, Czech Republic</div> <div class="clearAll"> </div> </div> <div class="list-row-small" id="aff_2" onmouseover="highlightAuthors('149539', 1, 2); return false;" onmouseout="highlightAuthors('149539', 0, 2); return false;"> <div class="dirLeft w-23px pad-left-4 em-08">2</div> <div class="dirLeft w-100-c23 em-095">Department of Agricultural Machines, Faculty of Engineering, Czech University of Life Sciences, Kamýcká 129, 165 21 Prague 6 – Suchdol, Czech Republic</div> <div class="clearAll"> </div> </div> <div class="list-row-small" id="aff_3" onmouseover="highlightAuthors('149540', 1, 3); return false;" onmouseout="highlightAuthors('149540', 0, 3); return false;"> <div class="dirLeft w-23px pad-left-4 em-08">3</div> <div class="dirLeft w-100-c23 em-095">Department of Mathematics, Faculty of Engineering, Czech University of Life Sciences, Kamýcká 129, 165 21 Prague 6 – Suchdol, Czech Republic</div> <div class="clearAll"> </div> </div> <div class="list-row-small" id="aff_4" onmouseover="highlightAuthors('149541,149542', 1, 4); return false;" onmouseout="highlightAuthors('149541,149542', 0, 4); return false;"> <div class="dirLeft w-23px pad-left-4 em-08">4</div> <div class="dirLeft w-100-c23 em-095">Division of Crop Management Systems, Crop Research Institute, Drnovská 507, 161 00 Prague 6 – Ruzyně, Czech Republic</div> <div class="clearAll"> </div> </div> </div> <div class="simple-list pad-top-12 pad-bot-10"> <div class="list-row-small-2"> <div class="dirLeft w-23px"> </div> <div class="dirLeft w-100-c23 em-08">Final revision date: 2020-08-14</div> <div class="clearAll"> </div> </div> <div class="list-row-small-2"> <div class="dirLeft w-23px"> </div> <div class="dirLeft w-100-c23 em-08">Acceptance date: 2020-08-20</div> <div class="clearAll"> </div> </div> <div class="list-row-small-2"> <div class="dirLeft w-23px"> </div> <div class="dirLeft w-100-c23 em-08">Publication date: 2020-09-28</div> <div class="clearAll"> </div> </div> </div> <div class="simple-list"> <div class="list-row-small"> <div class="dirLeft w-23px"> </div> <div class="dirLeft w-100-c23"> <div class="em-085"><b>Corresponding author</b></div> <div class="em-095"> <a href="http://www.international-agrophysics.org/Author-Zdeněk-Jelínek/149538" class="corrAuthorLink" class="black">Zdeněk Jelínek</a>   <a href="mailto:jelinekzdenek@tf.czu.cz"><div class="icon icon-envelope-o"></div></a><br/> Department of Machinery Utilization, Czech University of Life Sciences, Kamýcká 129, 16521, Prague, Czech Republic </div> </div> <div class="clearAll"> </div> </div> </div> </div> </div> <script type="text/javascript"> function highlightAuthors(a, on, aff){ var a = a.split(','); if(on == 1) $('#aff_'+aff).stop().animate({backgroundColor: "#FFFAA8"}, 166); else $('#aff_'+aff).stop().animate({backgroundColor: "#fff"}, 166); for(i = 0; i < a.length; i++){ if(on == 1) $('#author_'+a[i]).stop().animate({backgroundColor: "#FFFAA8"}, 166); else $('#author_'+a[i]).stop().animate({backgroundColor: "#fff"}, 166); } } function highlightAffs(affs, on, author){ var affs = affs.split(','); if(on == 1) $('#author_'+author).stop().animate({backgroundColor: "#FFFAA8"}, 166); else $('#author_'+author).stop().animate({backgroundColor: "#fff"}, 166); for(i = 0; i < affs.length; i++){ if(on == 1) $('#aff_'+affs[i]).stop().animate({backgroundColor: "#FFFAA8"}, 166); else $('#aff_'+affs[i]).stop().animate({backgroundColor: "#fff"}, 166); } } </script> <div style="height: 8px;line-height: 8px;font-size: 0;"> </div> <div class="magBibliography2">Int. Agrophys. 2020, 34(3): 391-406</div>  <div class="magBibliography2"> <div class="dirLeft" style="padding-top: 7px; padding-right: 10px;"> <a href="https://doi.org/10.31545/intagr/126593"><div class="dirLeft icon icon-angle-right"></div>DOI: <span class="magBibliographyDOI">https://doi.org/10.31545/intagr/126593</span></a> </div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> <div class="abstractButtons"> <a class="abstractFullText dirLeft" target="_blank" onclick="pdfStats(126593);return true;" href="http://www.international-agrophysics.org/pdf-126593-55371?filename=Landsat and Sentinel_2.pdf"> <div class="abstractFullTextButton dirLeft"> <div class="dirLeft icon icon-file-pdf-o"></div> Article <span class="block">(PDF)</span> </div> </a> <a href="#references" class="abstractLink dirLeft"> <span class="block">References</span><span class="block"> </span><span class="block">(58)</span> </a> <div class="clearAll"> </div> </div> <div class="abstractLabel">KEYWORDS</div> <div class="abstractContent"> <a href="http://www.international-agrophysics.org/Keyword-agriculture/8584" class="singleKeyword">agriculture<div class="icon icon-circle dirRight"></div></a><a href="http://www.international-agrophysics.org/Keyword-Satellite+Imagery/56484" class="singleKeyword">Satellite Imagery<div class="icon icon-circle dirRight"></div></a><a href="http://www.international-agrophysics.org/Keyword-wheat+varieties/184987" class="singleKeyword">wheat varieties<div class="icon icon-circle dirRight"></div></a><a href="http://www.international-agrophysics.org/Keyword-satellite+sensors/287647" class="singleKeyword">satellite sensors</a> <div class="clearAll"> </div> </div> <div class="abstractLabel">TOPICS</div> <div class="abstractContent"> <a href="http://www.international-agrophysics.org/Topic-Soil+Biology/9000" class="singleKeyword">Soil Biology<div class="icon icon-circle dirRight"></div></a><a href="http://www.international-agrophysics.org/Topic-Statistics%2C+Geostatistics/9006" class="singleKeyword">Statistics, Geostatistics<div class="icon icon-circle dirRight"></div></a><a href="http://www.international-agrophysics.org/Topic-Soil-Plant+Relationships/9010" class="singleKeyword">Soil-Plant Relationships</a> <div class="clearAll"> </div> </div> <div class="abstractLabel">ABSTRACT</div> <div class="abstractContent realAbstract" >The influence of climate and topography on crop condition and yield estimates is most effectively monitored by non-invasive satellite imagery. This paper evaluates the efficiency of free-access Sentinel 2 and Landsat 5, 7 and 8 satellite images scanned by different sensors on wheat growth and yield prediction. Five winter and spring wheat cultivars were grown between 2005 and 2017 in a relatively small 11.5 ha field with a 6% slope. The normalized difference vegetation index was derived from the satellite images acquired for later growth phases of the wheat crops (Biologische Bundesanstalt, Bundessorenamt and Chemical industry 55 – 70) and then compared with the topography wetness index, crop yields and yield frequency maps. The results showed a better correlation of data obtained over one day (R<sup>2</sup> = 0.876) than data with a one-day delay (R<sup>2</sup> = 0.689) using the Sentinel 2 B8 band instead of the B8A band for the near-infrared part of electromagnetic spectrum in the normalized difference vegetation index calculation.</div> <a class="anchor" id="references"></a> <div class="abstractLabel"><span class="block">REFERENCES</span><span class="block"> </span><span class="block">(58)</span></div> <div class="abstractContent"> <a class="anchor" id="1"></a> <div class="ref" id="ref_1"> <div class="dirLeft refNo">1.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Agrometeorological station, 2018. Crop Research Institute Prague. <a target="_blank" href="https://www.vurv.cz/meteo/meteograf.htm">https://www.vurv.cz/meteo/mete...</a>.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Agrometeorological station, 2018. Crop Research Institute Prague. https://www.vurv.cz/meteo/meteograf.htm.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="2"></a> <div class="ref" id="ref_2"> <div class="dirLeft refNo">2.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Andarzian B., Bakhshandeh A.M., Bannayan M., Emam Y., Fathib G., and Alami Saeedb K., 2008. WheatPot: A simple model for spring wheat yield potential using monthly weather data. Biosys. Eng., 99, 487-495. doi: 10.1016/j.biosystemseng.2007.12.008.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.biosystemseng.2007.12.008">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Andarzian B., Bakhshandeh A.M., Bannayan M., Emam Y., Fathib G., and Alami Saeedb K., 2008. WheatPot: A simple model for spring wheat yield potential using monthly weather data. Biosys. Eng., 99, 487-495. doi: 10.1016/j.biosystemseng.2007.12.008.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="3"></a> <div class="ref" id="ref_3"> <div class="dirLeft refNo">3.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Benedetti R. and Rossini P., 1993. On the use of NDVI profiles as a tool for agricultural statistics. The case study of wheat yield estimate and forecast in Emilia Romagna. Remote Sensing Environ., 45, 311-326. doi: 10.1016/0034-4257(93)90113-C.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/0034-4257(93)90113-C">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Benedetti R. and Rossini P., 1993. On the use of NDVI profiles as a tool for agricultural statistics. The case study of wheat yield estimate and forecast in Emilia Romagna. Remote Sensing Environ., 45, 311-326. doi: 10.1016/0034-4257(93)90113-C.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="4"></a> <div class="ref" id="ref_4"> <div class="dirLeft refNo">4.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Cattani C.E.V., Garcia M.R., Mercante E., Johann J.A., Correa M.M., and Oldoni L.V., 2017. Spectral-temporal characterization of wheat cultivars through NDVI obtained by terrestrial sensors. Revista Brasileira de Engenharia Agrícola e Ambiental, 21, 769-773.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Cattani C.E.V., Garcia M.R., Mercante E., Johann J.A., Correa M.M., and Oldoni L.V., 2017. Spectral-temporal characterization of wheat cultivars through NDVI obtained by terrestrial sensors. Revista Brasileira de Engenharia Agrícola e Ambiental, 21, 769-773.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="5"></a> <div class="ref" id="ref_5"> <div class="dirLeft refNo">5.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Chemura A., Mutanga O., Odindi J., and Kutywayo D., 2018. Mapping spatial variability of foliar nitrogen in coffee (Coffea arabica L.) plantations with multispectral Sentinel-2 MSI data. ISPRS. J. Photogrammetry Remote Sensing, 138, 1-11. doi: 10.1016/j.isprsjprs.2018.02.004.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.isprsjprs.2018.02.004">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Chemura A., Mutanga O., Odindi J., and Kutywayo D., 2018. Mapping spatial variability of foliar nitrogen in coffee (Coffea arabica L.) plantations with multispectral Sentinel-2 MSI data. ISPRS. J. Photogrammetry Remote Sensing, 138, 1-11. doi: 10.1016/j.isprsjprs.2018.02.004.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="6"></a> <div class="ref" id="ref_6"> <div class="dirLeft refNo">6.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Clevers J.G.P.W., Kooistra L., and van den Brande M.M.M, 2017. Using Sentinel-2 data for retrieving LAI and leaf canopy chlorophyll content of a potato crop. Remote Sensing, 9: 405. doi: 10.3390/rs9050405.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.3390/rs9050405">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Clevers J.G.P.W., Kooistra L., and van den Brande M.M.M, 2017. Using Sentinel-2 data for retrieving LAI and leaf canopy chlorophyll content of a potato crop. Remote Sensing, 9: 405. doi: 10.3390/rs9050405.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="7"></a> <div class="ref" id="ref_7"> <div class="dirLeft refNo">7.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Copernicus Open Access Hub by ESA, 2018. <a target="_blank" href="https://scihub.copernicus.eu">https://scihub.copernicus.eu</a>.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Copernicus Open Access Hub by ESA, 2018. https://scihub.copernicus.eu.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="8"></a> <div class="ref" id="ref_8"> <div class="dirLeft refNo">8.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Doerge T.A., 1999. Yield map interpretation. J. Production Agric., 12, 54-61. doi: 10.2134/jpa1999.0054.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.2134/jpa1999.0054">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Doerge T.A., 1999. Yield map interpretation. J. Production Agric., 12, 54-61. doi: 10.2134/jpa1999.0054.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="9"></a> <div class="ref" id="ref_9"> <div class="dirLeft refNo">9.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Domínguez J.A., Kumhálová J., and Novák P., 2015. Winter oilseed rape and winter wheat growth prediction using remote sensing methods. Plant Soil Environ., 61, 410-416. doi: 10.17221/412/2015-PSE.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.17221/412/2015-PSE">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Domínguez J.A., Kumhálová J., and Novák P., 2015. Winter oilseed rape and winter wheat growth prediction using remote sensing methods. Plant Soil Environ., 61, 410-416. doi: 10.17221/412/2015-PSE.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="10"></a> <div class="ref" id="ref_10"> <div class="dirLeft refNo">10.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Domínguez J.A., Kumhálová J., and Novák P., 2017. Assessment of the relationship between spectral indices from satellite remote sensing and winter oilseed rape yield. Agronomy Res., 15, 55-68.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Domínguez J.A., Kumhálová J., and Novák P., 2017. Assessment of the relationship between spectral indices from satellite remote sensing and winter oilseed rape yield. Agronomy Res., 15, 55-68.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="11"></a> <div class="ref" id="ref_11"> <div class="dirLeft refNo">11.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Du M. and Noguchi N., 2017. Monitoring of wheat growth status and mapping of wheat yield’s within-field spatial variations using color images acquired from UAV-camera system. Remote Sensing, 9, 289. doi: 10.3390/rs9030289.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.3390/rs9030289">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Du M. and Noguchi N., 2017. Monitoring of wheat growth status and mapping of wheat yield’s within-field spatial variations using color images acquired from UAV-camera system. Remote Sensing, 9, 289. doi: 10.3390/rs9030289.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="12"></a> <div class="ref" id="ref_12"> <div class="dirLeft refNo">12.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Ehleringer J., and Forseth I., 1980. Solar tracking by plants. Science, 210, 1094. doi: 10.1126/science.210.4474.1094.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1126/science.210.4474.1094">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Ehleringer J., and Forseth I., 1980. Solar tracking by plants. Science, 210, 1094. doi: 10.1126/science.210.4474.1094.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="13"></a> <div class="ref" id="ref_13"> <div class="dirLeft refNo">13.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Evans L.T., 1993. Crop Evolution, Adaptation and Yield. Cambridge University Press, Cambridge, Great Britain: 500.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Evans L.T., 1993. Crop Evolution, Adaptation and Yield. Cambridge University Press, Cambridge, Great Britain: 500.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="14"></a> <div class="ref" id="ref_14"> <div class="dirLeft refNo">14.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Flynn K.C., Frazier A.E., and Admas S., 2020. Performance of chlorophyll prediction indices for Eragrostis tef at Sentinel‑2 MSI and Landsat‑8 OLI spectral resolutions. Precision Agriculture, doi: 10.1007/s11119-020-09708-4.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1007/s11119-020-09708-4">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Flynn K.C., Frazier A.E., and Admas S., 2020. Performance of chlorophyll prediction indices for Eragrostis tef at Sentinel‑2 MSI and Landsat‑8 OLI spectral resolutions. Precision Agriculture, doi: 10.1007/s11119-020-09708-4.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="15"></a> <div class="ref" id="ref_15"> <div class="dirLeft refNo">15.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Gili A., Álvarez C., Bagnato R., and Noellemeyer E., 2017. Comparison of three methods for delineating management zones for site-specific crop management. Computers and Electronics Agric., 139, 213-223. doi: 10.1016/j.compag.2017.05.022.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.compag.2017.05.022">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Gili A., Álvarez C., Bagnato R., and Noellemeyer E., 2017. Comparison of three methods for delineating management zones for site-specific crop management. Computers and Electronics Agric., 139, 213-223. doi: 10.1016/j.compag.2017.05.022.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="16"></a> <div class="ref" id="ref_16"> <div class="dirLeft refNo">16.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Goméz C., White J.C., and Wulder M.A., 2016. Optical remotely sensed time series data for land cover classification: A review. ISPRS J. Photogrammetry Remote Sensing, 116, 55-72. doi: 10.1016/j.isprsjprs.2016.03.008.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Goméz C., White J.C., and Wulder M.A., 2016. Optical remotely sensed time series data for land cover classification: A review. ISPRS J. Photogrammetry Remote Sensing, 116, 55-72. doi: 10.1016/j.isprsjprs.2016.03.008.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="17"></a> <div class="ref" id="ref_17"> <div class="dirLeft refNo">17.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Grassini P., van Bussel L.G.J., van Wart J., Wolf J., Claessens L., Yang H., Boogaard H., de Groot H., van Ittersum M.K., and Cassman K.G., 2015. How good is good enough? Data requirements for reliable crop yield simulations and yield-gap analysis. Field Crops Res., 117, 49-63. doi: 10.1016/j.fcr.2015.03.004.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.fcr.2015.03.004">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Grassini P., van Bussel L.G.J., van Wart J., Wolf J., Claessens L., Yang H., Boogaard H., de Groot H., van Ittersum M.K., and Cassman K.G., 2015. How good is good enough? Data requirements for reliable crop yield simulations and yield-gap analysis. Field Crops Res., 117, 49-63. doi: 10.1016/j.fcr.2015.03.004.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="18"></a> <div class="ref" id="ref_18"> <div class="dirLeft refNo">18.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Grohs D.S., Bredemeier C., Mundstock C.M., and Poletto N., 2009. Modelo para estimativa do potencial produtivo em trigo e cevada por meio do sensor GreenSeeker. Engenharia Agrícola, 29, 101-112. doi: 10.1590/S0100-69162009000100011.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1590/S0100-69162009000100011">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Grohs D.S., Bredemeier C., Mundstock C.M., and Poletto N., 2009. Modelo para estimativa do potencial produtivo em trigo e cevada por meio do sensor GreenSeeker. Engenharia Agrícola, 29, 101-112. doi: 10.1590/S0100-69162009000100011.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="19"></a> <div class="ref" id="ref_19"> <div class="dirLeft refNo">19.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Guilpart N., Grassini P., Sadras V.O., Timsina J., and Cassman K.G., 2017. Estimating yield gaps at the cropping system level. Field Crops Res., 206, 21-32. doi: 10.1016/j.fcr.2017.02.008.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.fcr.2017.02.008">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Guilpart N., Grassini P., Sadras V.O., Timsina J., and Cassman K.G., 2017. Estimating yield gaps at the cropping system level. Field Crops Res., 206, 21-32. doi: 10.1016/j.fcr.2017.02.008.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="20"></a> <div class="ref" id="ref_20"> <div class="dirLeft refNo">20.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Heumann B.W., Seaquist J.W., Eklundh L., and Jönsson P., 2007. AVHRR derived phenological change in the Sahel and Soudan, Africa, 1982-2005. Remote Sensing Environ., 108: 385-392. doi: 10.1016/j.rse.2006.11.025.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.rse.2006.11.025">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Heumann B.W., Seaquist J.W., Eklundh L., and Jönsson P., 2007. AVHRR derived phenological change in the Sahel and Soudan, Africa, 1982-2005. Remote Sensing Environ., 108: 385-392. doi: 10.1016/j.rse.2006.11.025.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="21"></a> <div class="ref" id="ref_21"> <div class="dirLeft refNo">21.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Jackson R.D. and Ezra C.E., 1985. Spectral response of cotton to suddenly induced water stress. Int. J. Remote Sensing, 6, 177-185. doi: 10.1080/01431168508948433.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1080/01431168508948433">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Jackson R.D. and Ezra C.E., 1985. Spectral response of cotton to suddenly induced water stress. Int. J. Remote Sensing, 6, 177-185. doi: 10.1080/01431168508948433.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="22"></a> <div class="ref" id="ref_22"> <div class="dirLeft refNo">22.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Jamali S., Jönsson P., Eklundh L., Ardö J., and Seaquist J., 2015. Detecting changes in vegetation trends using time series segmentation. Remote Sensing Environ., 156, 182-195. doi: 10.1016/j.rse.2014.09.010.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.rse.2014.09.010">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Jamali S., Jönsson P., Eklundh L., Ardö J., and Seaquist J., 2015. Detecting changes in vegetation trends using time series segmentation. Remote Sensing Environ., 156, 182-195. doi: 10.1016/j.rse.2014.09.010.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="23"></a> <div class="ref" id="ref_23"> <div class="dirLeft refNo">23.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Jelínek Z., Starý K., and Kumhálová J., 2019. Assessment of production zones modelling accuracy based on satellite imaging and yield measurement of selected agriculture plot. Agronomy Res., 17(2), 447-455. doi: 10.15159/AR.19.102.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.15159/AR.19.102">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Jelínek Z., Starý K., and Kumhálová J., 2019. Assessment of production zones modelling accuracy based on satellite imaging and yield measurement of selected agriculture plot. Agronomy Res., 17(2), 447-455. doi: 10.15159/AR.19.102.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="24"></a> <div class="ref" id="ref_24"> <div class="dirLeft refNo">24.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Jin Z., Azzari G., Burke M., Aston S., and Lobell D.B., 2017. Mapping smallholder yield heterogeneity at multiple scales in Eastern Africa. Remote Sensing, 9, 931. doi: 10.3390/rs9090931.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.3390/rs9090931">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Jin Z., Azzari G., Burke M., Aston S., and Lobell D.B., 2017. Mapping smallholder yield heterogeneity at multiple scales in Eastern Africa. Remote Sensing, 9, 931. doi: 10.3390/rs9090931.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="25"></a> <div class="ref" id="ref_25"> <div class="dirLeft refNo">25.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Julien Y., Sobrino J.A., and Jiménez-Muñoz J.C., 2011. Land use classification from multitemporal Landsat imagery using the yearly land cover dynamics (YLCD) method. Int. J. Applied Earth Observation and Geoinformation, 13, 711-720. doi: 10.1016/j.jag.2011.05.008.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.jag.2011.05.008">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Julien Y., Sobrino J.A., and Jiménez-Muñoz J.C., 2011. Land use classification from multitemporal Landsat imagery using the yearly land cover dynamics (YLCD) method. Int. J. Applied Earth Observation and Geoinformation, 13, 711-720. doi: 10.1016/j.jag.2011.05.008.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="26"></a> <div class="ref" id="ref_26"> <div class="dirLeft refNo">26.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Kumhálová J., Kumhála F., Kroulík M., and Matějková Š., 2011. The impact of topography on soil properties and yield and the effects of weather conditions. Precision Agric., 12, 813-830. doi: 10.1007/s11119-011-9221-x.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1007/s11119-011-9221-x">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Kumhálová J., Kumhála F., Kroulík M., and Matějková Š., 2011. The impact of topography on soil properties and yield and the effects of weather conditions. Precision Agric., 12, 813-830. doi: 10.1007/s11119-011-9221-x.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="27"></a> <div class="ref" id="ref_27"> <div class="dirLeft refNo">27.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Kumhálová J. and Matějková Š., 2017. Yield variability prediction by the remote sensing sensors with different spatial resolution. Int. Agrophys., 31, 195-202. doi: 10.1515/intag-2016-0046.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1515/intag-2016-0046">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Kumhálová J. and Matějková Š., 2017. Yield variability prediction by the remote sensing sensors with different spatial resolution. Int. Agrophys., 31, 195-202. doi: 10.1515/intag-2016-0046.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="28"></a> <div class="ref" id="ref_28"> <div class="dirLeft refNo">28.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Kumhálová J., Matějková Š., Fifernová M., Lipavský J., and Kumhála F., 2008. Topography impact on nutrition content in soil and yield. Plant, Soil Environ., 54, 255-261. doi: 10.17221/257-PSE.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.17221/257-PSE">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Kumhálová J., Matějková Š., Fifernová M., Lipavský J., and Kumhála F., 2008. Topography impact on nutrition content in soil and yield. Plant, Soil Environ., 54, 255-261. doi: 10.17221/257-PSE.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="29"></a> <div class="ref" id="ref_29"> <div class="dirLeft refNo">29.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Kumhálová J. and Moudrý V., 2014. Topographical characteristics for precision agriculture in conditions of the Czech Republic. Appl. Geography, 50, 90-98. doi: 10.1016/j.apgeog.2014.02.012.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.apgeog.2014.02.012">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Kumhálová J. and Moudrý V., 2014. Topographical characteristics for precision agriculture in conditions of the Czech Republic. Appl. Geography, 50, 90-98. doi: 10.1016/j.apgeog.2014.02.012.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="30"></a> <div class="ref" id="ref_30"> <div class="dirLeft refNo">30.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Kumhálová J., Zemek F., Novák P., Brovkina O., and Mayerová M., 2014. Use of Landsat images for yield evaluation within a small plot. Plant Soil Environ., 60, 501-506. doi: 10.17221/515/2014-PSE.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.17221/515/2014-PSE">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Kumhálová J., Zemek F., Novák P., Brovkina O., and Mayerová M., 2014. Use of Landsat images for yield evaluation within a small plot. Plant Soil Environ., 60, 501-506. doi: 10.17221/515/2014-PSE.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="31"></a> <div class="ref" id="ref_31"> <div class="dirLeft refNo">31.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Landsat Science, 2020. <a target="_blank" href="https://landsat.gsfc.nasa.gov/landsat-8/landsat-8-overview/">https://landsat.gsfc.nasa.gov/...</a>.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Landsat Science, 2020. https://landsat.gsfc.nasa.gov/landsat-8/landsat-8-overview/.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="32"></a> <div class="ref" id="ref_32"> <div class="dirLeft refNo">32.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Long D.S. and McCallum J.D., 2014. On-combine, multi-sensor data collection for post-harvest assessment of environmental stress in wheat. Precision Agric., 16, 492-504. doi: 10.5307/JBE.2016.41.4.408.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.5307/JBE.2016.41.4.408">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Long D.S. and McCallum J.D., 2014. On-combine, multi-sensor data collection for post-harvest assessment of environmental stress in wheat. Precision Agric., 16, 492-504. doi: 10.5307/JBE.2016.41.4.408.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="33"></a> <div class="ref" id="ref_33"> <div class="dirLeft refNo">33.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Mandanici E., and Bitelli G., 2016. Preliminary comparison of Sentinel 2 and Landsat 8 imagery for a combined use. Remote Sensing, 8, 1014. doi: 10.3390/rs8121014.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.3390/rs8121014">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Mandanici E., and Bitelli G., 2016. Preliminary comparison of Sentinel 2 and Landsat 8 imagery for a combined use. Remote Sensing, 8, 1014. doi: 10.3390/rs8121014.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="34"></a> <div class="ref" id="ref_34"> <div class="dirLeft refNo">34.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Maphanyane J.G., Mapeo R.B.M., and Akinola M.O., 2018. Handbook of research on geospatial science and technologies . IGI Global, Hershey, PA, USA: 457.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Maphanyane J.G., Mapeo R.B.M., and Akinola M.O., 2018. Handbook of research on geospatial science and technologies . IGI Global, Hershey, PA, USA: 457.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="35"></a> <div class="ref" id="ref_35"> <div class="dirLeft refNo">35.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Matějková Š., Kumhálová J., and Lipavský F., 2010. Evaluation of crop yield under different nitrogen doses of mineral fertilization. Plant, Soil Environ., 56, 163-167. doi: 10.17221/196/2009-PSE.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.17221/196/2009-PSE">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Matějková Š., Kumhálová J., and Lipavský F., 2010. Evaluation of crop yield under different nitrogen doses of mineral fertilization. Plant, Soil Environ., 56, 163-167. doi: 10.17221/196/2009-PSE.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="36"></a> <div class="ref" id="ref_36"> <div class="dirLeft refNo">36.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Mueller N.D., Gerber J.S., Johnston M., and Ray D.K., Ramankutty N., and Foley J.A., 2013. Closing yield gaps through nutrient and water management. Nature, 490, 254-257. doi: 10.1038/nature11420.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1038/nature11420">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Mueller N.D., Gerber J.S., Johnston M., and Ray D.K., Ramankutty N., and Foley J.A., 2013. Closing yield gaps through nutrient and water management. Nature, 490, 254-257. doi: 10.1038/nature11420.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="37"></a> <div class="ref" id="ref_37"> <div class="dirLeft refNo">37.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Nearing G.S., Crow W.T., Thorp K.R., and Moran M.S., Reichle R.H., and Gupta H.V., 2010. Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experi- ment. Water Res. Res., 48, W05525. doi: 10.1029/2011WR011420.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1029/2011WR011420">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Nearing G.S., Crow W.T., Thorp K.R., and Moran M.S., Reichle R.H., and Gupta H.V., 2010. Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experi- ment. Water Res. Res., 48, W05525. doi: 10.1029/2011WR011420.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="38"></a> <div class="ref" id="ref_38"> <div class="dirLeft refNo">38.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Olesen J.E., Trnka M., Kersebaum K.C., Skjelvåg A.O., Seguin B., Peltonen-Sainio P., Rossi F., Kozyra J., and Micale F., 2011. Impacts and adaption of European crop production systems to climate change. Eur. J. Agron., 34, 96-112. doi: 10.1016/j.eja.2010.11.003.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.eja.2010.11.003">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Olesen J.E., Trnka M., Kersebaum K.C., Skjelvåg A.O., Seguin B., Peltonen-Sainio P., Rossi F., Kozyra J., and Micale F., 2011. Impacts and adaption of European crop production systems to climate change. Eur. J. Agron., 34, 96-112. doi: 10.1016/j.eja.2010.11.003.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="39"></a> <div class="ref" id="ref_39"> <div class="dirLeft refNo">39.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Povh F.P., Molin J.P., Gimenez L.M., Pauletti V., Molin R., and Salvi J.V., 2008. Properties of NDVI obtained by an active optical sensor in cereals. Pesquisa Agropecuária Brasileira, 43, 1075-1083. doi: 10.1590/S0100-204X2008000800018.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1590/S0100-204X2008000800018">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Povh F.P., Molin J.P., Gimenez L.M., Pauletti V., Molin R., and Salvi J.V., 2008. Properties of NDVI obtained by an active optical sensor in cereals. Pesquisa Agropecuária Brasileira, 43, 1075-1083. doi: 10.1590/S0100-204X2008000800018.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="40"></a> <div class="ref" id="ref_40"> <div class="dirLeft refNo">40.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Rezaei E.E., Siebert S., Hüging H., and Ewert F., 2018. Climate change effect on wheat phenology depends on cultivar change. Scientific Reports, 8, 4891. doi: 10.1038/s41598-018-23101-2.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1038/s41598-018-23101-2">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Rezaei E.E., Siebert S., Hüging H., and Ewert F., 2018. Climate change effect on wheat phenology depends on cultivar change. Scientific Reports, 8, 4891. doi: 10.1038/s41598-018-23101-2.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="41"></a> <div class="ref" id="ref_41"> <div class="dirLeft refNo">41.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Schmidt F. and Persson A., 2003. Comparison of DEM data capture and topographic wetness indices. Precision Agric., 4, 179-192. doi: 10.1023/A:1024509322709.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1023/A:1024509322709">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Schmidt F. and Persson A., 2003. Comparison of DEM data capture and topographic wetness indices. Precision Agric., 4, 179-192. doi: 10.1023/A:1024509322709.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="42"></a> <div class="ref" id="ref_42"> <div class="dirLeft refNo">42.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Scudiero E., Corwin D.L., Wienhold B.J., Bosley B., Shanahan J.F., and Johnson C.K., 2016. Downscaling Landsat 7 canopy reflectance employing a multi-soil sensor platform. Precision Agric., 17, 53-73. doi: 10.1007/s11119-015-9406-9.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1007/s11119-015-9406-9">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Scudiero E., Corwin D.L., Wienhold B.J., Bosley B., Shanahan J.F., and Johnson C.K., 2016. Downscaling Landsat 7 canopy reflectance employing a multi-soil sensor platform. Precision Agric., 17, 53-73. doi: 10.1007/s11119-015-9406-9.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="43"></a> <div class="ref" id="ref_43"> <div class="dirLeft refNo">43.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Scudiero E., Skaggs T.H., and Corwin D.L.C., 2014. Regional scale soil salinity evaluation using Landsat 7, western San Joaquin Valley, California, USA. Geoderma Regional, 2-3, 82-90. doi: doi.org/10.1016/j.geodrs.2014.10.004.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Scudiero E., Skaggs T.H., and Corwin D.L.C., 2014. Regional scale soil salinity evaluation using Landsat 7, western San Joaquin Valley, California, USA. Geoderma Regional, 2-3, 82-90. doi: doi.org/10.1016/j.geodrs.2014.10.004.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="44"></a> <div class="ref" id="ref_44"> <div class="dirLeft refNo">44.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Sentinel Online, Available, 2020. <a target="_blank" href="https://sentinels.copernicus.eu/web/sentinel/missions/">https://sentinels.copernicus.e...</a> sentinel-2.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Sentinel Online, Available, 2020. https://sentinels.copernicus.eu/web/sentinel/missions/ sentinel-2.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="45"></a> <div class="ref" id="ref_45"> <div class="dirLeft refNo">45.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Shanahan J.F., Schepers J.S., Francis D.D., Varvel G.E., Wilhelm W.W., and Tringe J.M., 2001. Use of remote-sensing imagery to estimate corn grain yield. Agronomy J., 93, 583-589. doi: 10.2134/agronj2001.933583x.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.2134/agronj2001.933583x">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Shanahan J.F., Schepers J.S., Francis D.D., Varvel G.E., Wilhelm W.W., and Tringe J.M., 2001. Use of remote-sensing imagery to estimate corn grain yield. Agronomy J., 93, 583-589. doi: 10.2134/agronj2001.933583x.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="46"></a> <div class="ref" id="ref_46"> <div class="dirLeft refNo">46.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Sørensen R., Zinko U., and Seibert J., 2006. On the calculation of the topographic wetness index: Evaluation of different methods based on field observations. Hydrology Earth System Sci., 10, 101-112. doi: 10.5194/hess-10-101-2006.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.5194/hess-10-101-2006">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Sørensen R., Zinko U., and Seibert J., 2006. On the calculation of the topographic wetness index: Evaluation of different methods based on field observations. Hydrology Earth System Sci., 10, 101-112. doi: 10.5194/hess-10-101-2006.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="47"></a> <div class="ref" id="ref_47"> <div class="dirLeft refNo">47.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Spring wheat cultivars Seance, Selgen, 2018. <a target="_blank" href="http://selgen.cz/obiloviny/psenice-jarni-2/seance">http://selgen.cz/obiloviny/pse...</a>.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Spring wheat cultivars Seance, Selgen, 2018. http://selgen.cz/obiloviny/psenice-jarni-2/seance.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="48"></a> <div class="ref" id="ref_48"> <div class="dirLeft refNo">48.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Šíp V., Chrpová J., Žofajová A., and Milec Z., 2011. Evidence of selective changes in winter wheat in middle-European environments reflected by allelic diversity at loci affecting plant height and photoperiodic response. J. Agric. Sci., 149, 313-326. doi: 10.1017/S002185961000078X.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1017/S002185961000078X">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Šíp V., Chrpová J., Žofajová A., and Milec Z., 2011. Evidence of selective changes in winter wheat in middle-European environments reflected by allelic diversity at loci affecting plant height and photoperiodic response. J. Agric. Sci., 149, 313-326. doi: 10.1017/S002185961000078X.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="49"></a> <div class="ref" id="ref_49"> <div class="dirLeft refNo">49.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Thorp K.R., Hunsaker D.J., and French A.N., 2001. Assimilating leaf area index estimates from remote sensing into the simulations of a cropping systems model. Trans. ASABE, 53, 251-262. doi: 10.3390/w10101367.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.3390/w10101367">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Thorp K.R., Hunsaker D.J., and French A.N., 2001. Assimilating leaf area index estimates from remote sensing into the simulations of a cropping systems model. Trans. ASABE, 53, 251-262. doi: 10.3390/w10101367.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="50"></a> <div class="ref" id="ref_50"> <div class="dirLeft refNo">50.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">US Geological Survey (USGS), 2018. <a target="_blank" href="http://earthexplorer.usgs.gov">http://earthexplorer.usgs.gov</a>.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=US Geological Survey (USGS), 2018. http://earthexplorer.usgs.gov.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="51"></a> <div class="ref" id="ref_51"> <div class="dirLeft refNo">51.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Van Leeuwen W.J.D. and Huete A.R., 1996. Effects of standing litter on the biophysical interpretation of plant canopies with spectral indices. Remote Sensing Environ., 55, 123-138. doi: 10.1016/0034-4257(95)00198-0.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/0034-4257(95)00198-0">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Van Leeuwen W.J.D. and Huete A.R., 1996. Effects of standing litter on the biophysical interpretation of plant canopies with spectral indices. Remote Sensing Environ., 55, 123-138. doi: 10.1016/0034-4257(95)00198-0.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="52"></a> <div class="ref" id="ref_52"> <div class="dirLeft refNo">52.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Vincini M., Calegari F., and Casa R., 2016. Sensitivity of leaf chlorophyll empirical estimators obtained at Sentinel-2 spectral resolution for different canopy structures. Precision Agric., 17, 313-331. doi: 10.1007/s11119-015-9424-7.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1007/s11119-015-9424-7">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Vincini M., Calegari F., and Casa R., 2016. Sensitivity of leaf chlorophyll empirical estimators obtained at Sentinel-2 spectral resolution for different canopy structures. Precision Agric., 17, 313-331. doi: 10.1007/s11119-015-9424-7.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="53"></a> <div class="ref" id="ref_53"> <div class="dirLeft refNo">53.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Viña A., Gitelson A.A., Nguy-Robertson A.L., and Peng Y., 2011. Comparison of different vegetation indices for the remote assessment of green leaf area index of crops. Remote Sensing Environ., 115, 3468-3478. doi: 10.1016/j.rse.2011.08.010.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1016/j.rse.2011.08.010">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Viña A., Gitelson A.A., Nguy-Robertson A.L., and Peng Y., 2011. Comparison of different vegetation indices for the remote assessment of green leaf area index of crops. Remote Sensing Environ., 115, 3468-3478. doi: 10.1016/j.rse.2011.08.010.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="54"></a> <div class="ref" id="ref_54"> <div class="dirLeft refNo">54.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Wheeler T.R., Hong T.D., Ellis R.H., Batts G.R., Morison J.I.L., and Hadley P., 1996. The duration and rate of grain growth, and harvest index, of wheat (Triticum aestivum L.) in response to temperature and CO2. J. Experimental Botany, 47, 623-630. doi: 10.1093/jxb/47.5.623.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1093/jxb/47.5.623">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Wheeler T.R., Hong T.D., Ellis R.H., Batts G.R., Morison J.I.L., and Hadley P., 1996. The duration and rate of grain growth, and harvest index, of wheat (Triticum aestivum L.) in response to temperature and CO2. J. Experimental Botany, 47, 623-630. doi: 10.1093/jxb/47.5.623.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="55"></a> <div class="ref" id="ref_55"> <div class="dirLeft refNo">55.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Winter wheat cultivars Baletka and Brilliant, 2018. <a target="_blank" href="http://eagri.cz/public/web/file/">http://eagri.cz/public/web/fil...</a> 404470/Psenice_ozima_2015.pdf.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Winter wheat cultivars Baletka and Brilliant, 2018. http://eagri.cz/public/web/file/ 404470/Psenice_ozima_2015.pdf.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="56"></a> <div class="ref" id="ref_56"> <div class="dirLeft refNo">56.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Winter wheat cultivar Ebi, 2018. <a target="_blank" href="http://eagri.cz/public/web/file/112944/SDO_ListovkaPO.pdf">http://eagri.cz/public/web/fil...</a>.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Winter wheat cultivar Ebi, 2018. http://eagri.cz/public/web/file/112944/SDO_ListovkaPO.pdf.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="57"></a> <div class="ref" id="ref_57"> <div class="dirLeft refNo">57.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Wu Q., Wang C., Fang J.J., and Ji J.W., 2016. Field monitoring of wheat seedling stage with hyperspectral imaging. Int. J. Agric. Biological Eng., 9, 143-148. doi: 10.3965/j.ijabe.20160905.1707.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.3965/j.ijabe.20160905.1707">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Wu Q., Wang C., Fang J.J., and Ji J.W., 2016. Field monitoring of wheat seedling stage with hyperspectral imaging. Int. J. Agric. Biological Eng., 9, 143-148. doi: 10.3965/j.ijabe.20160905.1707.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> <a class="anchor" id="58"></a> <div class="ref" id="ref_58"> <div class="dirLeft refNo">58.</div> <div class="dirLeft refText"> <div style="word-break: break-word;">Zhang F., Wu B., and Luo Z., 2004. Winter wheat yield predicting for America using remote sensing data. J. Remote Sensing, 8, 611-617. doi: 10.1371/journal.pone.0070816.</div> <div class="refLinks">  <div class="dirLeft"><a target="_blank" href="https://doi.org/10.1371/journal.pone.0070816">CrossRef</a></div> <div class="dirLeft" style="width: 25px;"> </div> <div class="dirLeft"><a target="_blank" href="https://scholar.google.com/scholar?q=Zhang F., Wu B., and Luo Z., 2004. Winter wheat yield predicting for America using remote sensing data. J. Remote Sensing, 8, 611-617. doi: 10.1371/journal.pone.0070816.">Google Scholar</a></div> <div class="clearAll"> </div> </div> </div> <div class="clearAll"> </div> </div> </div>  </div> <div class="col-12 col-md-4"> <div class="rightBoxes fullWidth"> <div style="padding-bottom:20px"> <a href="https://www.editorialsystem.com/intagro" target="_blank" class="rightBoxOpt" > <div class="rightBoxOptLine"></div> Submit your paper </a> <a href="http://www.international-agrophysics.org/Information-for-Authors,1644.html" class="rightBoxOpt" > <div class="rightBoxOptLine"></div> Information for Authors </a> <a href="http://www.international-agrophysics.org/Archive" class="rightBoxOpt" > <div class="rightBoxOptLine"></div> Archive </a> </div> <div class="rightBox1"> <div class="rightBoxLabel"><div class="boxIcon icon icon-share dirRight"></div>Share</div> <div class="rightBoxContent"> <div class="sharethis-inline-share-buttons"></div></div> <div class="shareSendEmail"><a href="mailto:?body=http://www.international-agrophysics.org/Landsat-and-Sentinel-2-imageries-as-a-tool-for-effective-winter-and-spring-cultivar,126593,0,2.html&subject=I recommend this paper">Send by email</a></div> </div> <div class="rightBox1"> <div class="rightBoxLabel"><div class="boxIcon icon icon-link dirRight" aria-hidden="true"></div>RELATED ARTICLE</div> <div class="otherArticles"> <div class="topPos boxPos"> <a href="http://www.international-agrophysics.org/Investigation-of-vegetation-dynamics-with-a-focus-on-agricultural-land-cover-and,185986,0,2.html"> Investigation of vegetation dynamics with a focus on agricultural land cover and its relation with meteorological parameters based on the remote sensing techniques: a case study of the Gavkhoni watershed </a> </div> <div class="topPos boxPos"> <a href="http://www.international-agrophysics.org/Fish-pond-sediment-from-aquaculture-production-current-practices-and-the-potential,116394,0,2.html"> Fish pond sediment from aquaculture production – current practices and the potential for nutrient recovery: a Review </a> </div> <div class="topPos boxPos"> <a href="http://www.international-agrophysics.org/Agriculture-in-a-sustainable-environment-a-holistic-approach,107003,0,2.html"> Agriculture in a sustainable environment - a holistic approach </a> </div> <div class="topPos boxPos"> <a href="http://www.international-agrophysics.org/Laser-in-agriculture,106402,0,2.html"> Laser in agriculture </a> </div> <div class="boxPos"> <a href="http://www.international-agrophysics.org/Easily-degradable-carbon-an-indicator-of-microbial-hotspots-and-soil-degradation,104304,0,2.html"> Easily degradable carbon – an indicator of microbial hotspots and soil degradation </a> </div> </div> </div> <div class="rightBox1" > <div class="rightBoxLabel"><div class="boxIcon icon icon-ios-browsers-outline dirRight" aria-hidden="true"></div>Indexes</div> <div style="height: 1px;line-height: 1px;font-size: 0;"> </div> <div class="indexPos boxPos"><a href="http://www.international-agrophysics.org/Keywords">Keywords index</a></div> <div class="indexPos boxPos"><a href="http://www.international-agrophysics.org/Topics">Topics index</a></div> <div class="boxPos"><a href="http://www.international-agrophysics.org/Authors">Authors index</a></div> </div> </div> </div> </div> </div> </div> <div class="row footer1"> <div class="container-fluid stdRow"> <div class="row"> <div class="col-6"> <div class="issn"> <div style="display:inline-block;"> <table cellspacing="0" cellpadding="0" border="0"> <tr><td class="issnLabel">eISSN:</td><td class="issnValue">2300-8725</td></tr> <tr><td class="issnLabel">ISSN:</td><td class="issnValue">0236-8722</td></tr> </table> </div> </div> </div> <div class="col-6 text-right"> <img src="http://www.journalssystem.com/_static/g/c/js_logo_small.png" alt="Journals System - logo"/> </div> </div> </div> </div> <div class="row footer2"> <div class="container-fluid stdRow"> <div class="row"> <div class="col-12"> <div class="copyright"> <div class="text-center">© 2006-2025 Journal hosting platform by <a href="http://www.bentus.com">Bentus</a></div> </div> </div> </div> </div> </div> <div class="hidden"> <a id="cookieAlertLinkId" href="#" data-fancybox="cookie-alert" data-src="#acceptCookiesId"></a> </div> <script language="JavaScript" type="text/JavaScript"> var acceptCookies = getCookie("acceptOwnCookiesCookie"); var declineCookies = getCookie("declineOwnCookiesCookie"); if (acceptCookies == 1 || declineCookies == 1) { } else{ jQuery(document).ready(function() { $("[data-fancybox=cookie-alert]").fancybox({ 'modal' : true }); $('#cookieAlertLinkId').click(); }); } </script> <div class="hidden"> <div id="acceptCookiesId" class="box-w-900"> <div> <div class="pad-bot-10 font09em lh14em">We process personal data collected when visiting the website. 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Landsat and Sentinel-2 images as a tool for the effective estimation of winter and spring cultivar growth and yield prediction in the Czech Republic