Leaf chlorophyll and nitrogen dynamics and their relationship to lowland rice yield for site-specific paddy management

Information Processing in Agriculture - Tập 4 - Trang 259-268 - 2017
Asa Gholizadeh1, Mohammadmehdi Saberioon2, Luboš Borůvka1, Aimrun Wayayok3, Mohd Amin Mohd Soom4
1Department of Soil Science and Soil Protection, Faculty of Agrobiology, Food, and Natural Resources, Czech University of Life Sciences Prague, Prague, Czech Republic
2Laboratory of Signal and Image Processing, Institute of Complex Systems, South Bohemia Research Centre of Aquaculture and Biodiversity of Hydrocenoses, Faculty of Fisheries and Protection of Waters, University of South Bohemia in České Budějovice, Nové Hrady, Czech Republic
3Department of Biological and Agricultural Engineering, Faculty of Engineering, University Putra Malaysia, Selangor, Malaysia
4Faculty of Sustainable Agriculture, University Malaysia Sabah, Sandakan, Malaysia

Tài liệu tham khảo

Ponnamperuma, 1993, Review of fertilization in rice production, Intl Rice Comm Newsl, 42, 1 Saberioon, 2014, A review of optical methods for assessing nitrogen contents during rice growth, Appl Eng Agric, 30, 657 Prasertsak, 1997, Nitrogen availability and water stress interaction on rice growth and yield, Field Crop Res, 52, 249, 10.1016/S0378-4290(97)00016-6 Adhikari, 1999, On-farm soil N supply and N nutrition in the rice-wheat system of Nepal and Bangladesh, Field Crop Res, 64, 273, 10.1016/S0378-4290(99)00063-5 Rambo, 2010, Leaf and canopy optical characteristics as crop-N-status indicators for field nitrogen management in corn, J Plant Nutr Soil Sci, 173, 434, 10.1002/jpln.200900022 Kaushal, 2011, Tracking nonpoint source nitrogen pollution in human-impacted watersheds, Environ Sci Technol, 45, 8225, 10.1021/es200779e Raun, 2002, Improving nitrogen use efficiency in cereal grain production with optical sensing and variable rate application, Agron J, 94, 815, 10.2134/agronj2002.8150 Scharf, 2009, Calibrating reflectance measurements to predict optimal sidedress nitrogen rate for corn, Agron J, 101, 615, 10.2134/agronj2008.0111 Rodriguez, 2006, Detection of nitrogen deficiency in wheat from spectral reflectance indices and basic crop eco-physiological concepts, Aust J Agric Res, 57, 781, 10.1071/AR05361 Saberioon, 2013, Multi-spectral images Tetracam agriculture digital camera to estimate nitrogen and grain yield of rice at different growth stages, Philipp Agric Sci, 96, 116 Singh, 2002, Chlorophyll meter- and leaf color chart-based nitrogen management for rice and wheat in Northwestern India, Agron J, 94, 821, 10.2134/agronj2002.8210 Wang, 2014, Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light, Plant Methods, 10, 36, 10.1186/1746-4811-10-36 Yang, 2014, Effects of nitrogen application rate and leaf age on the distribution pattern of leaf SPAD readings in the rice canopy, PLoS ONE, 9, e88421, 10.1371/journal.pone.0088421 Balasubramanian, 1999, On farm adaptation of knowledge intensive nitrogen management technologies for rice system, Nutr Cycl Agroecosys, 53, 59, 10.1023/A:1009744605920 Duttarganvi, 2014, Effect of LCC and SPAD based nitrogen management on growth and yield of lowland rice (Oryza Sativa L.), Bioscan, 9, 663 Ali, 2006, Comparison of different methods of rice establishment and nitrogen management strategies for lowland rice, J Crop Im, 16, 173, 10.1300/J411v16n01_12 Pampolino, 2008, Soil carbon and nitrogen changes in long-term continuous lowland rice cropping, Soil Sci Soc Am J, 72, 798, 10.2136/sssaj2006.0334 Yoshida, 1981, Physiological analysis of rice yield, 231 Saberioon, 2013, Assessment of colour indices derived from conventional digital camera for determining nitrogen status in rice plants, J Food Agric Environ, 11, 655 Yang, 2003, Using leaf color charts to estimate leaf nitrogen status of rice, Agron J, 95, 212, 10.2134/agronj2003.2120 Bremner, 1982, Nitrogen-total, 595 Romanuk, 2002, Environmental variability alerts the relationship between richness and variability of community abundance in aquatic rock pool microcosms, Ecoscience, 9, 55, 10.1080/11956860.2002.11682690 Aimrun, 2007, Spatial variability of bulk soil electrical conductivity in a Malaysian paddy field: key to soil management, Paddy Water Environ,, 5, 113, 10.1007/s10333-007-0072-z Gomez, 2012, Regional predictions of eight common soil properties and their spatial structures from hyperspectral Vis-NIR data, Geoderma, 189–190, 176, 10.1016/j.geoderma.2012.05.023 Cohen, 1990, Semivariograms of digital imagery for analysis of conifer canopy structure, Remote Sens Environ, 34, 167, 10.1016/0034-4257(90)90066-U Goovaerts, 1999, Geostatistics in soil science: state-of-the-art and perspectives, Geoderma, 89, 1, 10.1016/S0016-7061(98)00078-0 Webster, 2000 Robertson, 2008 Cambardella, 1994, Field scale variability of soil properties in central Iowa soils, Soil Sci Soc Am J, 58, 1501, 10.2136/sssaj1994.03615995005800050033x Gorai, 2015, Site specific nutrient management of an intensively cultivated farm using geostatistical approach, Proceedings of National Academy of Sciences India Section B Biological Sciences Davis, 1987, Uses and abuses of cross-validation in geostatistics, Math Geol, 19, 241, 10.1007/BF00897749 Gholizadeh, 2012, Relationship between apparent electrical conductivity and soil physical properties in a Malaysian paddy field, Arch Agron Soil Sci, 58, 155, 10.1080/03650340.2010.509132 Bakhsh, 2000, Spatio-temporal analysis of yield variability for a corn-soybean field in Iowa, Trans ASAE, 43, 31, 10.13031/2013.2684 Journel, 1978 Esfahani, 2007, Improvement of nitrogen management in rice paddy fields using chlorophyll meter (SPAD), Paddy Water Environ,, 6, 181, 10.1007/s10333-007-0094-6 Peng, 1993, Adjustment for specific leaf weight improves chlorophyll meter’s estimation of rice leaf nitrogen concentration, Agron J, 85, 987, 10.2134/agronj1993.00021962008500050005x Shukla, 2004, Calibrating the leaf color chart for nitrogen management in different genotypes of rice and wheat in a systems perspective, Agron J, 96, 1606, 10.2134/agronj2004.1606 Rostami, 2008, Evaluation of chlorophyll meter (SPAD) data for prediction of nitrogen status in corn (Zea mays L.), Am-Eur J Agric Environ Sci, 3, 79 Islam, 2014, Leaf chlorophyll dynamics in wheat based on SPAD meter reading and its relationship with grain yield, Sci Agric, 8, 13 Mutters, 2003 Maiti, 2004, Management of nitrogen through the use of leaf color chart (LCC) and soil plant analysis development (SPAD) or chlorophyll meter in rice under irrigated ecosystem, Scientific World J, 4, 838, 10.1100/tsw.2004.137 Cen, 2006, 16 Costa, 2001, Inter-relationships of applied nitrogen, SPAD and yield of leafy and non-leafy maize genotypes, J Plant Nutr, 24, 1173, 10.1081/PLN-100106974 Lopez-Bellido, 2004, Predicting post anthesis N requirement of bread wheat a Minolta SPAD meter, Eur J Agron, 20, 313, 10.1016/S1161-0301(03)00025-X Cartelat A, Cerovic ZG, Goulas Y, Meyer S, Lelarge C, Prioul JL, et al. Optically assessed contents of leaf polyphenolics and chlorophyll as indicator of nitrogen deficiency in wheat (Triticum aestivum L.). Field Crop Res 2005;91:35–49. Ramesh, 2002, Chlorophyll dynamics in rice (Oryza sativa) before and after flowering based on SPAD (chlorophyll) meter monitoring and its relation with grain yield, J Agron Crop Sci, 188, 102, 10.1046/j.1439-037X.2002.00532.x Swain, 2010, Development of SPAD values of medium-and long-duration rice variety for site-specific nitrogen management, J Agron, 9, 38, 10.3923/ja.2010.38.44 Parvizi, 2004, Growth, nutrient status, and chlorophyll meter readings in wheat as affected by nitrogen and manganese, Commun Soil Sci Plant Anal, 35, 1387, 10.1081/CSS-120037553 Earl, 1997, Maize leaf absorptance of photosynthetically active radiation and its estimation using chlorophyll meter, Crop Sci, 37, 436, 10.2135/cropsci1997.0011183X003700020022x Fox, 2001, Comparison of late-season diagnostic test for predicting nitrogen status of corn, Agron J, 93, 590, 10.2134/agronj2001.933590x