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UENF N01, UENF N02 and UENF N03: popcorn cultivars with elevated nitrogen-use effectiveness

Abstract

The hybrids UENF N01, N02 and N03 have enhanced nitrogen-use efficiency, particularly in terms of N responsiveness, which makes them ideal for low-input cultivation. Even under abiotic stress, popping expansion is not reduced, indicating these hybrids for growth in the N and NW of Rio de Janeiro State.

Keywords:
analysis; abiotic stress; nitrogen-use effectiveness

INTRODUCTION

The increase in agricultural production over the last four decades has entailed an eight-fold increase in nitrogen (N)-use, whereas on the other hand, agricultural N fertilization jeopardizes ecosystem diversity and functioning (Kaur et al. 2017Kaur B, Kaur G, Asthir B2017 Biochemical aspects of nitrogen use efficiency: An overview. Journal of Plant Nutrition 40:506-523, Khan et al. 2022Khan S, Pinto VB, Amaral Junior AT, Gonçalves GMB, Corrêa CCG, Ferreira FRA, Souza GAR, Campostrini E, Freitas MSM, Vieira ME, Santos TO, Lima VJ, Kamphorst SH, Amaral JFT, Mora-Poblete F, Souza Filho GA, Silveira V2022 Revealing the differential protein profiles behind the nitrogen use efficiency in popcorn (Zea mays var. everta). Scientific Reports 12:1521).

In the soil-plant system, the dynamics of the nutrient required in the highest amounts by plants, nitrogen, are complex (Xu et al. 2012Xu G, Fan X, Miller AJ2012 Plant nitrogen assimilation and use efficiency. Annual Review of Plant Biology 63:153-182, Moro et al. 2013Moro E, Crusciol CAC, Cantarella H, Nascente AS2013 Upland rice under no-tillage preceded by crops for soil cover and nitrogen fertilization. Revista Brasileira de Ciência do Solo 37:1669-1677, Iqbal et al. 2020Iqbal A, Qiang D, Zhun W, Xiangru W, Huiping G, Hengheng Z, Nianchang P, Xiling Z, Meizhen S2020 Growth and nitrogen metabolism are associated with nitrogen-use efficiency in cotton genotypes. Plant Physiology and Biochemistry 149:61-74). Numerous transformations and losses affect the N balance, e.g., ammonia volatilization (NH3), nitrous oxide (N2O) launching, nitrate (NO3 -) percolation (Mahmud et al. 2021Mahmud K, Panday D, Mergoum A, Missaoui A2021 Nitrogen losses and potential mitigation strategies for a sustainable agroecosystem. Sustainability 13:2400) and low N-use efficiency of the genotypes (Fageria and Baligar 2014Fageria NK, Baligar VC2014 Macronutrient-use efficiency and changes in chemical properties of an oxisol as influenced by phosphorus fertilization and tropical cover crops. Communications in Soil Science and Plant Analysis 45:1227-1246, Gao et al. 2014Gao M, Qiu J, Li C, Wang L, Li H, Gao C2014 Modeling nitrogen loading from a watershed consisting of cropland and livestock farms in China using Manure-DNDC. Agriculture, Ecosystems & Environment 185:88-98). The effectiveness of processes of nitrogen utilization and waste (Fageria and Baligar 2014Fageria NK, Baligar VC2014 Macronutrient-use efficiency and changes in chemical properties of an oxisol as influenced by phosphorus fertilization and tropical cover crops. Communications in Soil Science and Plant Analysis 45:1227-1246, Gao et al. 2014Gao M, Qiu J, Li C, Wang L, Li H, Gao C2014 Modeling nitrogen loading from a watershed consisting of cropland and livestock farms in China using Manure-DNDC. Agriculture, Ecosystems & Environment 185:88-98) in the soil-plant complex has economic and ecosystem implications, particularly if nitrogen oxides are released inside of atmosphere. Special attention has been paid, e.g., to N2O, for contributing to the greenhouse effect and ozone layer depletion (Chien et al. 2009Chien SH, Prochnow LI, Cantarella H2009 Recent developments of fertilizer production and use to improve nutrient efficiency and minimize environmental impacts. Advances in Agronomy 102:267-322, Khan et al. 2022Khan S, Pinto VB, Amaral Junior AT, Gonçalves GMB, Corrêa CCG, Ferreira FRA, Souza GAR, Campostrini E, Freitas MSM, Vieira ME, Santos TO, Lima VJ, Kamphorst SH, Amaral JFT, Mora-Poblete F, Souza Filho GA, Silveira V2022 Revealing the differential protein profiles behind the nitrogen use efficiency in popcorn (Zea mays var. everta). Scientific Reports 12:1521). Therefore, the technologies upgrades that enhance nitrogen utilization effectiveness can assist restrict losses, atmospheric disturbance with N₂O and NH3 dissipate (Chien et al. 2009Chien SH, Prochnow LI, Cantarella H2009 Recent developments of fertilizer production and use to improve nutrient efficiency and minimize environmental impacts. Advances in Agronomy 102:267-322).

In this context, planting nitrogen-use effectiveness hybrids is a promising possibility to assure production stability with less negative effects on income costs and for the ambience. According to Kant et al. (2011Kant S, Bi Y-M, Rothstein SJ2011 Understanding plant response to nitrogen limitation for the improvement of crop nitrogen use efficiency. Journal of Experimental Botany 62:1499-1509), obtaining specific information about genotypes with high nitrogen-use efficiency (NUE) would benefit the environment and economy, whereas a 1% raise in the nitrogen-use efficiency of plantations would save US$ 1.1 billion annually. For this reason, several public and private institutions are investing in research to identify genotypes and genes that may be used to yet more optimize NUE (Iqbal et al. 2020Iqbal A, Qiang D, Zhun W, Xiangru W, Huiping G, Hengheng Z, Nianchang P, Xiling Z, Meizhen S2020 Growth and nitrogen metabolism are associated with nitrogen-use efficiency in cotton genotypes. Plant Physiology and Biochemistry 149:61-74, Khan et al. 2022Khan S, Pinto VB, Amaral Junior AT, Gonçalves GMB, Corrêa CCG, Ferreira FRA, Souza GAR, Campostrini E, Freitas MSM, Vieira ME, Santos TO, Lima VJ, Kamphorst SH, Amaral JFT, Mora-Poblete F, Souza Filho GA, Silveira V2022 Revealing the differential protein profiles behind the nitrogen use efficiency in popcorn (Zea mays var. everta). Scientific Reports 12:1521).

In particular for popcorn, that spawns an annual turnover of approximately 1 billion dollars in the United States, until nowadays every improved seeds used in our country need to be imported, which has motivated investigation at the State University of Northern Rio de Janeiro (UENF). Hybrids are being advanced with resistance or tolerance to: biotic stresses (Ribeiro et al. 2016Ribeiro RM, Amaral Junior AT, Pena GF, Vivas M, Kurosawa RN, Gonçalves LSA2016 History of northern corn leaf blight disease in the seventh cycle of recurrent selection of an UENF-14 popcorn population. Acta Scientiarum. Agronomy 38:447, Schwantes et al. 2018Schwantes IA, Amaral Junior AT, Vivas M, Almeida Filho JE, Kamphorst SH, Guimarães AG, Khan S2018 Inheritance of resistance to Fusarium ear rot in popcorn. Crop Breeding and Applied Biotechnology 18:81-88, Amaral Junior et al. 2019Amaral Junior AT, Poltronieri TPS, Santos PHD, Vivas M, Gerhardt IFS, Carvalho BM, Freitas CS, Silveira SF2019 Reaction of popcorn lines (S7) cultivated in distinct phosphorus levels to Bipolaris maydis infection. Summa Phytopathologica 45:18-22, Schmitt et al. 2019Schmitt KFM, Lima VJ, Amaral Junior AT, Santos JS, Mafra GS, Vivas M, Kamphorst SH, Souza YP, Oliveira FT, Ferreira FRA, Vivas JMS2019 Combining ability of popcorn lines for resistance to the fungus Puccinia polysora (Pucciniaceae). Genetics and Molecular Research 18:1-11, Santos et al. 2020Santos JS, Vivas M, Souza YP, Amaral Junior AT, Almeida RN, Saluci JCG, Mafra GS, Oliveira FT, Khan S, Vivas JMS2020 Resistance of popcorn hybrid (Zea mays) to multiple diseases and correlation between leaf disease intensity and agronomic traits. Australian Journal of Crop Science 14:1800-1809, Kurosawa et al. 2021Kurosawa RNF, Amaral Junior AT, Vivas M, Almeida RN, Vivas JMS, Lima VJ, Silveira SF2021 Diallel analysis for resistance to northern leaf blight in popcorn under contrasting nitrogen availability. Agronomy Journal 113:1029-1038, Almeida et al. 2021Almeida RN, Vivas M, Santos Junior DR, Saluci JCG, Carlos MC, Santos JS, Amaral Junior AT, Scapim CA2021 Combining abilities analysis for ear rot resistance in popcorn hybrids development. Revista Ceres 68:61-70, Santos Junior et al. 2022Santos Junior DR, Ribeiro RM, Amaral Junior AT, Vivas M, Saluci JCG, Leite JT, Bispo RB, Lima VJ, Lamego DL, Xavier KB, Schmitt KFM, Kamphorst SH, Viana FN, Viana AP, Pereira MG2022 Allelic complementation in hybrid superiority of popcorn to multiple foliar diseases. Agronomy 12:3103); abiotic stresses, especially the dry period (Santos et al. 2021Santos TO, Amaral Junior AT, Bispo RB, Lima VJ, Kamphorst SH, Leite JT, Santos Júnior DR, Santos PHAD, Oliveira UA, Schmitt KFM, Campostrini E, Moulin MM, Viana AP, Gravina GA, Corrêa CCG, Gonçalves GMB2021 Phenotyping Latin American open-pollinated varieties of popcorn for environments with low water availability. Plants 10:1211, Lima et al. 2021Lima VJ, Amaral Junior AT, Kamphorst SH, Santos A, Schmitt KFM, Azeredo VC, Leite JT, Santos Junior DR, Santos TO, Bispo RB, Carvalho CM, Souza YP, Oliveira FT, Chaves MM, Oliveira UA, Mafra GS, Santos PHAD2021 UENF WS01: popcorn hybrid with water use efficiency for the State of Rio de Janeiro. Crop Breeding and Applied Biotechnology 21:1-6, Leite et al. 2022Leite JT, Amaral Junior AT, Kamphorst SH, Lima VJ, Santos Junior DR, Alves UO, Azeredo VC, Pereira JL, Bispo RB, Schmitt KFM, Viana FN, Viana AP, Vieira HD, Ramos HCC, Ribeiro RM, Campostrini E2022 All are in a drought, but some stand out: multivariate analysis in the selection of agronomic efficient popcorn genotypes. Plants 11:2275, Viana et al. 2022Viana FN, Chaves MM, Kamphorst SH, Amaral Junior AT, Lima VJ, Leite JT, Schmitt KFM, Oliveira UA, Lamego DL, Pereira JL, Pena GF, Vieira HD, Oliveira JG, Daher RF, Campostrini E, Bressan-Smith RE2022 Heritability of morphophysiological traits in popcorn for drought tolerance and their use as breeding indicators of superior genotypes. Agronomy 12:1517, Kamphorst et al. 2022Kamphorst SH, Amaral Junior AT, Vergara-Diaz O, Gracia-Romero A, Fernandez-Gallego JA, Chang-Espino MC, Buchaillot ML, Rezzouk FZ, Lima VJ, Serret MD, Ortega JLA2022 Heterosis and reciprocal effects for physiological and morphological traits of popcorn plants under different water conditions. Agricultural Water Management 261:107371); low N availability (Santos et al. 2020,Santos A, Amaral Junior AT, Kamphorst SH, Moreno GBG, Santos PHAD, Vivas JMS, Mafra GS, Khan S, Oliveira FT, Schmitt KFM, Santos Junior DR, Mora-Poblete F2020 Evaluation of popcorn hybrids for nitrogen use efficiency and responsiveness. Agronomy 10:485 Khan et al. 2020Khan S, Amaral Junior AT, Ferreira FRA, Kamphorst SH, Gonçalves GMB, Freitas MSM, Silveira V, Souza Filho GA, Amaral JFT, Bressan-Smith RE, Khalil IH, Vivas JMS, Souza YP, Peçanha DA2020 Limited nitrogen and plant growth stages discriminate well nitrogen use, uptake and utilization efficiency in popcorn. Plants 9:893, Khan et al. 2022Khan S, Pinto VB, Amaral Junior AT, Gonçalves GMB, Corrêa CCG, Ferreira FRA, Souza GAR, Campostrini E, Freitas MSM, Vieira ME, Santos TO, Lima VJ, Kamphorst SH, Amaral JFT, Mora-Poblete F, Souza Filho GA, Silveira V2022 Revealing the differential protein profiles behind the nitrogen use efficiency in popcorn (Zea mays var. everta). Scientific Reports 12:1521); and low P availability (Gerhardt et al. 2017Gerhardt IFS, Amaral Junior AT, Guimarães LJM, Schwantes IA, Santos A, Kamphorst SH, Lima VJ, Mora-Poblete F, Myers GO2017 Intraspecific variability of popcorn S7 lines for phosphorus efficiency in the soil. Genetics and Molecular Research 16:1-13, Gerhardt et al. 2019Gerhardt IFS, Amaral Junior AT, Pena GF, Guimarães LJM, Lima VJ, Vivas M, Santos PHAD, Ferreira FRA, Freitas MSM, Kamphorst SH2019 Genetic effects on the efficiency and responsiveness to phosphorus use in popcorn as estimated by diallel analysis. Plos One 14:e0216980, Santos et al. 2022Santos TO, Oliveira FT, Amaral Junior AT, Almeida Filho JE, Bispo RB, Freitas MSM, Amaral JFT, Kamphorst SH, Lima VJ, Viana FN, Pena GF, Santos PHAD, Bernardo WP, Pereira MG, Oliveira JG, Bressan-Smith RE, Trindade RS2022 Additive and non-additive effects on the control of key agronomic traits in popcorn lines under contrasting phosphorus conditions. Plants 11:2216). Furthermore, genome-wide selection in a recurrent intrapopulation selection program has been used to accelerate the breeding of upper segregating generations (Mafra et al. 2019Mafra GS, Amaral Junior AT, Almeida Filho JE, Vivas M, Santos PHAD, Santos JS, Pena GF, Lima VJ, Kamphorst SH, Oliveira FT, Souza YP, Schwantes IA, Santos TO, Bispo RB, Maldonado C, Mora-Poblete F2019 SNP-based mixed model association of growth- and yield-related traits in popcorn. Plos One 14:e0218552, Mafra et al. 2021Mafra GS, Almeida Filho JE, Amaral Junior AT, Maldonado C, Kamphorst SH, Lima VJ, Santos Junior DR, Leite JT, Santos PHAD, Santos TO, Bispo RB, Oliveira UA, Pinto VB, Viana AP, Correa CCG, Ahmar S, Mora-Poblete F2021 Regional heritability mapping of quantitative trait loci controlling traits related to growth and productivity in popcorn (Zea mays L.). Plants 10:1845, Schwantes et al. 2020aSchwantes IA, Amaral Junior AT, Almeida Filho J, Santos PHAD, Ferreira FRA, Mafra GS, Vivas M, Souza YP, Oliveira FT, Gerhardt IFS, Santos JS2020a Comparative analysis of Bayesian and frequency-based methods in genomic selection for popcorn population breeding and optimization of SNP marker density. Functional Plant Breeding Journal 1:61-72, Schwantes et al. 2020bSchwantes IA, Amaral Junior AT, Almeida Filho JE, Vivas M, Cabral PDS, Guimarães AG, Silva FHL, Santos PHAD, Pereira MG, Viana AP, Pena GF, Ferreira FRA2020b Genomic selection helps accelerate popcorn population breeding. Crop Science 60:1373-1385).

The objective of this study was to provide hybrids acclimated to Brazilian weather, as regional alternatives for cultivation in the Brazilian agriculture. Outcome, three popcorn hybrids, named UENF N01, UENF N02 and UENF N03, with improvement N-use effectiveness, recommended for planting in the N and NW regions of Rio de Janeiro State, are presented here.

BREEDING METHOD

The Genotypes UENF N01, UENF N02 and UENF N03 were derived, respectively, from crosses of the lines P7 x L77, P6 x L77 and L59 x P7. In turn, lines P6 and P7 were originated from the hybrid Zaeli, line L59 from the population ‘Beija-flor: UFV’ and line L77 from the population ´Viçosa` (Table 1), and all of them are conserved at the Active Germplasm Bank of the UENF popcorn breeding program. Prior to registering of these Genotypes by the MAPA (Ministry of Agriculture, Livestock and Food Supply), both hybrids and the parents passed by a sequence of assessments, according to the rules and Minimum Requirements for determining the VCU (Value for Cultivation and Use) for specialty corn such as popcorn, with a purpose to including them in the National Cultivar Registry (MAPA 2020MAPA - Ministério da Agricultura, Pecuária e Abastecimento2020 Formulários para registro de cultivares. Available at <Available at https://www.gov.br/agricultura/pt-br/assuntos/insumos-agropecuarios/insumos-agricolas/sementes-e-mudas/registro-nacional-de-cultivares-2013-rnc-1/formularios-para-registro-de-cultivares >. Accessed on November 20, 2020.
https://www.gov.br/agricultura/pt-br/ass...
).

Table 1
Description of S7 lines crossed in a diallel mating design to establish hybrids for enhanced nitrogen-use efficiency

The hybrids were selected for NUE, and these findings were comprised in the MAPA hybrid archive. The experiments to test these genotypes for NUE were as follows: initially, the per se performance of 29 S7 lineages of the UENF Popcorn Breeding Program was assessed in a randomized block design through three repetitions, at two locations with different levels of N availability: Campos dos Goytacazes and Itaocara, which represent the N and NW regions of the State of Rio de Janeiro, respectively (Santos et al. 2017Santos A, Amaral Junior AT, Kurosawa RNF, Gerhardt IFS, Fritsche-Neto R2017 GGE Biplot projection in discriminating the efficiency of popcorn lines to use nitrogen. Ciência e Agrotecnologia 41:22-31). Three inefficient and non-responsive (INR) lines, three effective and responsive (ER) lines and four intermediate lines were selected for NUE and N responsiveness. These lines were crossed, resulting in 45 cross combinations and their corresponding reciprocals (Santos et al. 2020).

To assess NUE, 90 hybrids were assessed simultaneously with the ten parents in a 10 x 10 triple lattice design, in which every trial unit comprised of one 4.20-m-long row, and the rows were set aside 0.60 m separately and plants 0.25 m apart. The experiments tested two N availability levels - one low and the other optimal - at two locations (Santos et al. 2020Santos JS, Vivas M, Souza YP, Amaral Junior AT, Almeida RN, Saluci JCG, Mafra GS, Oliveira FT, Khan S, Vivas JMS2020 Resistance of popcorn hybrid (Zea mays) to multiple diseases and correlation between leaf disease intensity and agronomic traits. Australian Journal of Crop Science 14:1800-1809).

In the trial with best N availability, fertilizer application at planting, calculated according on soil chemical analysis, consisted of 32 kg ha-1 of N at establishing and 128 kg ha-1 of N as side dressing. In the trials with minimal N availability, establishing fertilization was analogous to that of the prior trial and side dressing consisted of thirty percent of the amount enforced in the conditions with optimum N rates (38.4 kg ha-1).

The evaluation sites were the Experimental Field of the Antônio Sarlo State School of Agronomy in Campos dos Goytacazes (lat 21° 42' 48" S, long 41° 20' 38" W, alt 14 m asl) in the North and the Experimental Field of Itaocara (lat 1° 38' 50" S, long 42° 03' 46" W, alt 58 m asl) in Northwest of the State of Rio de Janeiro. At both locations, the weather is humid tropical (Aw), according to Köppen’s specification, and the soil is a Latossolo Vermelho-Amarelo (Oxisol).

The other cultural practices were applied as advised for the crop. Supplemental irrigation was provided in the experiments whenever needed to avoid water stress. For the NUE studies, the plants were selected for mean yield of both environments, and morphological and agronomic characters were also determined, being them: popping expansion (PE), female flowering, male to female flowering interval, chlorophyll content, plant height, ear height, prolificacy, ear length, ear diameter, 100-grain weight and grain yield (GY). The means for cultivars and controls, as well as estimates of trial means for every place/agricultural year and combined means, were statistically analyzed. Experimental precision was assessed by estimating selective accuracy.

PERFORMANCE

The hybrids UENF N01, UENF N02 and UENF N03 were assessed according on agronomic and morphological characters, as recommended by SNPC (National Plant Variety Protection) for registration by MAPA. Experimental precision was assessed by estimating selective accuracy, which appraises the quality of data and procedures underlying the prediction of genetic values (Pimentel et al. 2014Pimentel AJB, Guimarães JFR, Souza MA, Resende MDV, Moura LM, Rocha JRASC, Ribeiro G2014 Estimação de parâmetros genéticos e predição de valor genético aditivo de trigo utilizando modelos mistos. Pesquisa Agropecuária Brasileira 49:882-890). Significant accuracy values were found for all evaluated traits, mainly for GY (100%) and PE (94%), which indicates high accuracy in the recognition and possibility of achievement in the selection of N-use effectiveness plants use for the main economic traits of popcorn.

The cultivar UENF N01 has yellow kernel, an average plant height of 2.20 m and average ear height of 1.20 m. PE was 31.26 mL g-1 and GY was 5,298.26 kg ha-1. The cultivar UENF N02 is a yellow-kernel hybrid with a average plant height of 2.11 m and average ear height of 1.12 m. PE was 33.63 mL g-1 and GY 4689.47 kg ha-1. The cultivar UENF N03 is also a yellow-kernel hybrid with a average plant height of 2.14 m and a average ear height of 1.06 m. The PE was 30.00 mL g-1 and GY was 4,280.25 kg ha-1.

MAINTENANCE AND SUPPLY OF BASIC SEEDS

The hybrids UENF N01, UENF N02 and UENF N03 were cataloged by the MAPA, as no. 39245, 39246 and 39247, respectively. The UENF, in partnership with Rio Norte Sementes, a seed company, headquartered in Campos dos Goytacazes-RJ, are in charge of the production and sale of hybrid seeds.

ACKNOWLEDGMENTS

The authors are indebted to the Foundation Carlos Chagas Filho for Research Support of the State of Rio de Janeiro (FAPERJ) and the Brazilian Federal Agency for Support and Evaluation of Graduate Education (CAPES) - Finance Code 001.

REFERENCES

  • Almeida RN, Vivas M, Santos Junior DR, Saluci JCG, Carlos MC, Santos JS, Amaral Junior AT, Scapim CA2021 Combining abilities analysis for ear rot resistance in popcorn hybrids development. Revista Ceres 68:61-70
  • Amaral Junior AT, Poltronieri TPS, Santos PHD, Vivas M, Gerhardt IFS, Carvalho BM, Freitas CS, Silveira SF2019 Reaction of popcorn lines (S7) cultivated in distinct phosphorus levels to Bipolaris maydis infection. Summa Phytopathologica 45:18-22
  • Chien SH, Prochnow LI, Cantarella H2009 Recent developments of fertilizer production and use to improve nutrient efficiency and minimize environmental impacts. Advances in Agronomy 102:267-322
  • Fageria NK, Baligar VC2014 Macronutrient-use efficiency and changes in chemical properties of an oxisol as influenced by phosphorus fertilization and tropical cover crops. Communications in Soil Science and Plant Analysis 45:1227-1246
  • Gao M, Qiu J, Li C, Wang L, Li H, Gao C2014 Modeling nitrogen loading from a watershed consisting of cropland and livestock farms in China using Manure-DNDC. Agriculture, Ecosystems & Environment 185:88-98
  • Gerhardt IFS, Amaral Junior AT, Guimarães LJM, Schwantes IA, Santos A, Kamphorst SH, Lima VJ, Mora-Poblete F, Myers GO2017 Intraspecific variability of popcorn S7 lines for phosphorus efficiency in the soil. Genetics and Molecular Research 16:1-13
  • Gerhardt IFS, Amaral Junior AT, Pena GF, Guimarães LJM, Lima VJ, Vivas M, Santos PHAD, Ferreira FRA, Freitas MSM, Kamphorst SH2019 Genetic effects on the efficiency and responsiveness to phosphorus use in popcorn as estimated by diallel analysis. Plos One 14:e0216980
  • Iqbal A, Qiang D, Zhun W, Xiangru W, Huiping G, Hengheng Z, Nianchang P, Xiling Z, Meizhen S2020 Growth and nitrogen metabolism are associated with nitrogen-use efficiency in cotton genotypes. Plant Physiology and Biochemistry 149:61-74
  • Kamphorst SH, Amaral Junior AT, Vergara-Diaz O, Gracia-Romero A, Fernandez-Gallego JA, Chang-Espino MC, Buchaillot ML, Rezzouk FZ, Lima VJ, Serret MD, Ortega JLA2022 Heterosis and reciprocal effects for physiological and morphological traits of popcorn plants under different water conditions. Agricultural Water Management 261:107371
  • Kant S, Bi Y-M, Rothstein SJ2011 Understanding plant response to nitrogen limitation for the improvement of crop nitrogen use efficiency. Journal of Experimental Botany 62:1499-1509
  • Kaur B, Kaur G, Asthir B2017 Biochemical aspects of nitrogen use efficiency: An overview. Journal of Plant Nutrition 40:506-523
  • Khan S, Amaral Junior AT, Ferreira FRA, Kamphorst SH, Gonçalves GMB, Freitas MSM, Silveira V, Souza Filho GA, Amaral JFT, Bressan-Smith RE, Khalil IH, Vivas JMS, Souza YP, Peçanha DA2020 Limited nitrogen and plant growth stages discriminate well nitrogen use, uptake and utilization efficiency in popcorn. Plants 9:893
  • Khan S, Pinto VB, Amaral Junior AT, Gonçalves GMB, Corrêa CCG, Ferreira FRA, Souza GAR, Campostrini E, Freitas MSM, Vieira ME, Santos TO, Lima VJ, Kamphorst SH, Amaral JFT, Mora-Poblete F, Souza Filho GA, Silveira V2022 Revealing the differential protein profiles behind the nitrogen use efficiency in popcorn (Zea mays var. everta). Scientific Reports 12:1521
  • Kurosawa RNF, Amaral Junior AT, Vivas M, Almeida RN, Vivas JMS, Lima VJ, Silveira SF2021 Diallel analysis for resistance to northern leaf blight in popcorn under contrasting nitrogen availability. Agronomy Journal 113:1029-1038
  • Leite JT, Amaral Junior AT, Kamphorst SH, Lima VJ, Santos Junior DR, Alves UO, Azeredo VC, Pereira JL, Bispo RB, Schmitt KFM, Viana FN, Viana AP, Vieira HD, Ramos HCC, Ribeiro RM, Campostrini E2022 All are in a drought, but some stand out: multivariate analysis in the selection of agronomic efficient popcorn genotypes. Plants 11:2275
  • Lima VJ, Amaral Junior AT, Kamphorst SH, Santos A, Schmitt KFM, Azeredo VC, Leite JT, Santos Junior DR, Santos TO, Bispo RB, Carvalho CM, Souza YP, Oliveira FT, Chaves MM, Oliveira UA, Mafra GS, Santos PHAD2021 UENF WS01: popcorn hybrid with water use efficiency for the State of Rio de Janeiro. Crop Breeding and Applied Biotechnology 21:1-6
  • Mafra GS, Amaral Junior AT, Almeida Filho JE, Vivas M, Santos PHAD, Santos JS, Pena GF, Lima VJ, Kamphorst SH, Oliveira FT, Souza YP, Schwantes IA, Santos TO, Bispo RB, Maldonado C, Mora-Poblete F2019 SNP-based mixed model association of growth- and yield-related traits in popcorn. Plos One 14:e0218552
  • Mafra GS, Almeida Filho JE, Amaral Junior AT, Maldonado C, Kamphorst SH, Lima VJ, Santos Junior DR, Leite JT, Santos PHAD, Santos TO, Bispo RB, Oliveira UA, Pinto VB, Viana AP, Correa CCG, Ahmar S, Mora-Poblete F2021 Regional heritability mapping of quantitative trait loci controlling traits related to growth and productivity in popcorn (Zea mays L.). Plants 10:1845
  • Mahmud K, Panday D, Mergoum A, Missaoui A2021 Nitrogen losses and potential mitigation strategies for a sustainable agroecosystem. Sustainability 13:2400
  • MAPA - Ministério da Agricultura, Pecuária e Abastecimento2020 Formulários para registro de cultivares. Available at <Available at https://www.gov.br/agricultura/pt-br/assuntos/insumos-agropecuarios/insumos-agricolas/sementes-e-mudas/registro-nacional-de-cultivares-2013-rnc-1/formularios-para-registro-de-cultivares >. Accessed on November 20, 2020.
    » https://www.gov.br/agricultura/pt-br/assuntos/insumos-agropecuarios/insumos-agricolas/sementes-e-mudas/registro-nacional-de-cultivares-2013-rnc-1/formularios-para-registro-de-cultivares
  • Moro E, Crusciol CAC, Cantarella H, Nascente AS2013 Upland rice under no-tillage preceded by crops for soil cover and nitrogen fertilization. Revista Brasileira de Ciência do Solo 37:1669-1677
  • Pimentel AJB, Guimarães JFR, Souza MA, Resende MDV, Moura LM, Rocha JRASC, Ribeiro G2014 Estimação de parâmetros genéticos e predição de valor genético aditivo de trigo utilizando modelos mistos. Pesquisa Agropecuária Brasileira 49:882-890
  • Ribeiro RM, Amaral Junior AT, Pena GF, Vivas M, Kurosawa RN, Gonçalves LSA2016 History of northern corn leaf blight disease in the seventh cycle of recurrent selection of an UENF-14 popcorn population. Acta Scientiarum. Agronomy 38:447
  • Santos A, Amaral Junior AT, Kurosawa RNF, Gerhardt IFS, Fritsche-Neto R2017 GGE Biplot projection in discriminating the efficiency of popcorn lines to use nitrogen. Ciência e Agrotecnologia 41:22-31
  • Santos A, Amaral Junior AT, Kamphorst SH, Moreno GBG, Santos PHAD, Vivas JMS, Mafra GS, Khan S, Oliveira FT, Schmitt KFM, Santos Junior DR, Mora-Poblete F2020 Evaluation of popcorn hybrids for nitrogen use efficiency and responsiveness. Agronomy 10:485
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Publication Dates

  • Publication in this collection
    20 Oct 2023
  • Date of issue
    2023

History

  • Received
    11 Feb 2023
  • Accepted
    14 June 2023
  • Published
    10 Aug 2023
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