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Rice root growth and development in competition with weedy rice

Abstract

Background:

Weedy rice belongs to the same taxon as irrigated rice (Oryza sativa L.), and is the main weed of the crop. However, it exhibits different traits that produce greater competitive capacity using solar radiation. In competition for light, plants invest in photoassimilates for the shoots and can reduce their root development.

Objectives:

The objective of this work is to evaluate the initial growth of weedy and cultivated rice roots in response to light competition.

Methods:

The experiment was conducted in a greenhouse (hydroponic system), using a completely randomized design, arranged in a 2x2x6 factorial scheme, with five replications. Factor A consisted of the weedy rice biotype Q35B and the rice cultivar IRGA 424; factor B of light competition conditions (presence or absence of 75 weedy rice plants); and factor C of assessment time. At 0, 7, 14, 21, 28 and 35 days after transplanting, samples were taken from each experimental unity to measure the root area, perimeter, length, number of tips, and root dry weight (RDW), and shoot dry weight (SDW).

Results:

Competition for light reduced the area, perimeter, length, number of root tips, reduced the RDW and the SDW of both, the weedy rice biotype and crop rice. However, regardless of the competitive condition, the weedy rice showed a higher area, perimeter, initial growth, number of tips, RDW and SDW than that of cultivated rice.

Conclusion:

Weedy rice exhibits greater competitive capacity using the resources beneath the soil.

Keywords:
Oryza sativa ; solar radiation; root system

1 Introduction

Rice (Oryza sativa L.) is one of the most important food sources for half the world’s population (Chauhan, 2013Chauhan BS. Phenotypic plasticity of blistering Ammannia (Ammannia baccifera) in competition with direct-seeded rice. Weed Technol. 2013;28:373-7.; Fukagawa and Ziska, 2019Fukagawa NK, Ziska LH. Rice: importance for global nutrition. J Nutrit Sci Vitamin. 2019;65:S2-S3.). It supplies around 20% of human calorie intake and is essential to food security. In order to meet the demand of the growing population, production must increase in the coming decades (Ziska et al., 2015). In Brazil, Rio Grande do Sul state is the largest producer of irrigated rice. However, an average yield of 7.2 ton ha-1 is less than the productive potential of the main cultivars used, which is more than 10 ton ha-1 (Irga, 2020Instituto Rio Grandense do Arroz - IRGA. Boletim de resultados da lavoura - safra 2018/19 - arroz irrigado e soja em rotação [acesso em: 5 mar. 2020]. Disponível em: Disponível em: https://irga-admin.rs.gov.br/upload/arquivos/201909/05171808-relatorio-da-safra-2018-19-31-agosto-2019.pdf .
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).

Inefficient weed control is one of the major limiting factors of the productive potential of irrigated rice (Venske et al., 2013Venske E, Schaedler CE, Rosa MP, Borges CT, Avila LA, Zimmer PD. Initial development of red and cultivated rice in response to light and air temperature. J Seed Sci. 2013;35:510-8.). In this respect, weedy rice (Oryza sativa L.), also known as red rice, is one of the main weed species (Shivrain et al., 2010Shivrain VK, Burgos NR, Agrama HA, Lawton-Rauh A, Lu B, Sales MA, et al. Genetic diversity of weedy red rice (Oryza sativa) in Arkansas, USA. Weed Res. 2010;50:289-302.). Competing for nutrients, water and sunlight (Zhang et al., 2014Zhang Z, Dai W, Song X, Qiang S. A model of the relationship between weedy rice seed-bank dynamics and rice-crop infestation and damage in Jiangsu Province, China. Pest Manag Sci. 2014;70:716-24.) may cause yield losses of up to 90%, and reduce grain quality (Dai et al., 2016Dai L, Song X, He B, Valverde BE, Qiang S. Enhanced photosynthesis endows seedling growth vigour contributing to the competitive dominance of weedy rice over cultivated rice. Pest Manag Sci. 2016;73:1410-20.).

By exploiting basically, the same ecological niche, weedy and cultivated rice genotypes compete for the same resources in time and/or space (Fleck et al., 2008Fleck NG, Agostinetto D, Galon L, Schaedler CE. Competitividade relativa entre cultivares de arroz irrigado e biótipo de arroz-vermelho. Planta Daninha. 2008;26:101-11.). However, a number of distinct traits, such as early vigor, greater tiller emission and height (Abraham and Jose, 2014Abraham CT, Jose N. Weedy rice invasion in rice fields of India and management options. J Crop Weed. 2014;10:365-74.), give weedy rice a competitive advantage, primarily from sunlight (Streck et al., 2008Streck NA, Michelon S, Kruse ND, Bosco LC, Lago I, Marcolin E, et al. Comparação de parâmetros de crescimento e de desenvolvimento de dois biótipos de arroz vermelho com genótipos de arroz irrigado. Bragantia. 2008;67:349-60.). Solar radiation regulates the physiological and biophysical processes of plants (Yang et al., 2013Yang X, Asseng S, Mtf W, Yu Q, Li J, Liu E. Quantifying the interactive impacts of global dimming and warming on wheat yield and water use in China. Agric For Meteor. 2013;182:342-51.), acts as an environmental signaler (Jiao et al., 2007Jiao Y, Lau OS, Deng XW. Light-regulated transcriptional networks in higher plants. Nat Rev Genet. 2007;8:217-30.), and is a significant source of competition for several weed species (Rizzardi et al., 2001Rizzardi MA, Fleck NG, Vidal RA, Merotto Jr A, Agostinetto D. Competição por recursos do solo entre ervas daninhas e culturas. Ciênc Rural. 2001;31:707-14. ).

Neighboring plants can change the amount and quality of the intercepted light, due to alterations in the red/far red ratio (V:Ve). The morphophysiological responses to the decrease in this ratio may include an increase in plant height (Liu et al., 2009Liu JG, Mahoney KJ, Sikkema PH, Swanton CJ. The importance of light quality in crop-weed competition. Weed Res. 2009;49:217-24.; Page et al., 2010Page ER, Tollenaar M, Lee EA, Lukens L, Swanton CJ. Shade avoidance: an integral component of crop-weed competition. Weed Res. 2010;50:281-8.; Afifi and Swanton, 2011Afifi M, Swanton C. Maize seed and stem roots differ in response to neighbouring weeds. Weed Res. 2011;51:442-50. ), since they invest a greater proportion of photoassimilates in increasing leaf area, and optimizing light energy capture (Gobbi et al., 2011Gobbi KF, Garcia R, Ventrella MC, Garcez Neto AF, Rocha GC. Área foliar específica e anatomia foliar quantitativa do capim-braquiária e do amendoim-forrageiro submetidos a sombreamento. Rev Bras Zoot. 2011;40:1436-44. ). However, this may affect root length and development (Wang et al., 2011Wang S-J, Ho C-H, Chen H-W. Rice develop wavy seminal roots in response to light stimulus. Plant Cell Rep. 2011;30:1747-58.).

Plants use different parts (leaves/roots) to compete above (space and light) and beneath (nutrients and water) the soil (Giora and Osborne, 2014Giora M, Osborne BA. Resource competition in plant invasions: emerging patterns and research needs. Frontiers Plant Sci. 2014;5:1-21. ). In irrigated rice crops, sunlight and nutrients rapidly become more limiting resources (Burgos et al., 2006Burgos NR, Norman RJ, Gealy DR, Black H. Competitive N uptake between rice and weedy rice. Field Crops Res. 2006;99:96-105.). Thus, in addition to competition for light, when plants of the same species grow or occupy the same environment, interactions for resources may occur in the root system (Rizzardi et al., 2001Rizzardi MA, Fleck NG, Vidal RA, Merotto Jr A, Agostinetto D. Competição por recursos do solo entre ervas daninhas e culturas. Ciênc Rural. 2001;31:707-14. ). Roots play an important role in absorbing water and nutrients from the soil (Wang et al., 2011Wang S-J, Ho C-H, Chen H-W. Rice develop wavy seminal roots in response to light stimulus. Plant Cell Rep. 2011;30:1747-58.). Thus, the size of the root system is also directly related to the competitive capacity of species (Page et al., 2010Page ER, Tollenaar M, Lee EA, Lukens L, Swanton CJ. Shade avoidance: an integral component of crop-weed competition. Weed Res. 2010;50:281-8.).

The hypothesis of this study is that when plants compete for light they prioritize photoassimilates in shoot growth and consequently reduce root development, which may influence competition. Thus, the aim of the present study was to assess initial weedy and cultivated rice root growth in response to competition for light.

2 Materials and Methods

The experiment was conducted in a greenhouse with coordinates 29o09'22.4"S and 56o33'11.9"W, in October and November 2013. The irrigated rice cultivar IRGA 424 and weedy rice biotype Q35B were used. A completely randomized design was applied, arranged in a 2x2x6 factorial scheme, with five replications. Factor A consisted of cultivated rice and the weedy species; factor B, of competition for light (presence or absence of weedy rice); and factor C, assessment times: 0, 7, 14, 21, 28 and 35 days after transplanting (DAT).

In October 2013, cultivated and weedy rice seeds were placed in a BOD (Biochemical Oxygen Demand) for germination. 12 seeds were placed in germitest paper, at 25 oC. At seven days after germination, the seedlings were individually relocated to the hydroponic system (transplanted). This system consisted of 0.4 L plastic cups (where seedlings were fixed using Styrofoam discs - Figure 1A), containing nutrient solution diluted to 25% ionic strength, that is,1.5 mL of 1.5 M KNO3; 1 mL of 1M Ca (NO₃)₂; 1 mL of 0.5M MgSO4; 0.25 mL of 0.5M Mg3(PO4)2; and 1.1 mL of Fe-EDTA solution (Hoagland and Arnon, 1950Hoagland DR, Arnon DI. The water culture method for growing plants without soils. Berkeley: California Agricultural Experimental Station; 1950.). The nutrient solution was changed weekly and, when necessary, topped up with distilled water.

Figure 1
Illustration to simulate initial competition for light in cultivated and weedy rice root growth. Rice anchoring in a hydroponic system (A); experimental unit at 28 days after transplant (B) − cultivar (IRGA 424) in the center and weedy rice (Q35B) as competitor plants; treatment with and without competition for light (C).

Immediately after relocation to the nutrient solution, the cups were placed in the soil in 8 L pots (surface area = 0.05 m²), as illustrated in Figure 1B. In treatments with competition, 75 weedy rice plants were used to simulate initial competition for sunlight (Figure 1C) - a methodology similar to that adopted by Lamego et al. (2015Lamego FP, Reinehr M, Cutti L, Aguiar ACM, Rigon CAG, Pagliarini IB. Alterações morfológicas de plântulas de trigo, azevém e nabo quando em competição nos estádios iniciais de crescimento. Planta Daninha. 2015;33:13-22. ). This population was established five days before the cups were placed in the soil and irrigated daily with 0.4 L of water.

At each assessment time, the plants were collected from the hydropony and the shoot and root removed. At 0, 14, 21, 28 and 35 DAT the area, diameter, length and number of root tips were counted, using the digital image processing (DIP) method. The roots were digitally scanned, the images processed in Adobe Photoshop Elements 3.0 and converted into a format compatible with the Delta-T Scan Root Analysis System. At 0, 7, 14, 21, 28 and 35 DAT, root (RDW) and shoot dry weight (SDW) were determined in a forced air oven at 65 oC, until reaching constant weight, and root length was measured with a graduated ruler.

The data obtained underwent analysis of variance − ANOVA (p≤0.05). Treatment averages were compared using Fisher’s DMS test (p≤0.05). When a significant difference was detected between the cultivar/biotype x with/without competition x times analyzed, regression analysis with curve fitting was conducted, using models according to the greatest parameter significance (p≤0.05).

3 Results and Discussion

The results obtained demonstrate the interaction between competition for light (absence or presence of weedy rice) and the times assessed (p≤0.05) for the variables area, perimeter, length and number of root tips (Figures 2A, 2B, 2C and 2D, respectively), RDW (Figure 3A) and SDW (Figure 3B). For root length (Figure 4), there was interaction between the rice cultivar (IRGA 424) and weedy rice biotype (Q35B), in response to different assessment times. There was also interaction between cultivar/biotype and competition for the number of root tips (Table 1). The cultivar/biotype factor was significant according to Fisher’s DMS test (p≤0.05), for length, perimeter and root area (Table 2).

Figure 2
Area (A), perimeter (B), length (C) and number of cultivated (IRGA 424) and weedy rice (Q35B) root tips (D), in competition for light (● without competition = absence of weedy rice; ○ with competition = presence of weedy rice), obtained using the digital image processing (DIP) method), at 0, 14, 21, 28 and 35 days after transplant.

Figure 3
Root dry weight (A) and shoot dry weight (B), in grams plant-1 of cultivated (IRGA 424) and weedy rice (Q35B), in competition for light (● without competition = absence of weedy rice; ○ with competition = presence of weedy rice), at 0, 7, 14, 21, 28 and 35 days after transplant.

Figure 4
Root length, in cm, of cultivated (○ IRGA 424) and weedy rice (● Q35B), in competition for light (absence or presence of weedy rice), at 0, 7, 14, 21, 28 and 35 days after transplant.

Table 1
Number root tips for the cultivated (IRGA 424) and weedy rice (Q35B) as a function of competition for light (presence or absence of weedy rice)
Table 2
Root length (mm), perimeter (mm) and area (mm²) of cultivated (IRGA 424) and weedy rice (Q35B)

With respect to the variables assessed using the DIP method, that is, area, perimeter, length and number of root tips (Figures 2A, 2B, 2C and 2D, respectively), there was no difference between competitive conditions during the first two assessment times. However, from 21 DAT onwards, the competition for light obtained lower values. Competition for light for at 35 DAT reduced the area (32.33%), perimeter (18.3%), length (20.71%) and number of cultivated and weedy rice root tips (27.68%) in relation to the lack of competition. Similar behavior was observed for RDW and SDW, which decreased in a competitive condition, by 47.85% and 31.43%, respectively (Figures 3A and 3B).

For the variable root length, the weedy rice biotype showed greater initial growth up to 21 DAT. After this period, the cultivar and biotype were equivalent (Figure 4). In a competitive condition, biotype Q35B and cultivar IRGA 424 exhibited fewer root tips. However, the number of cultivated rice tips declined by 33%, compared to weedy rice (Table 1). Irrespective of competitive condition, for the variables area, perimeter and length, weedy rice values were 13.9%, 12.3% and 12.4% higher, respectively, than those of its cultivated counterpart (Table 2).

The root system is the result of coordinated control of genetic factors and the action of abiotic and biotic environmental stimuli (Slovak et al., 2016Slovak R, Ogura T, Satbhai SB, Ristova D, Busch W. Genetic control of root growth: from genes to networks. Ann Botany. 2016;117:9-24. ). Competitive condition affects physiological regulation using signs of light quality (Merotto Jr. et al., 2009Merotto Jr A, Fischer AJ, Vidal RA. Perspectives for using light quality knowledge as an advanced ecophysiological weed management tool. Planta Daninha. 2009;27:407-19.), influencing the asymmetric distribution of auxin (a plant hormone that plays an important role in controlling tropism, root length and development) to the roots (Wang et al., 2011Wang S-J, Ho C-H, Chen H-W. Rice develop wavy seminal roots in response to light stimulus. Plant Cell Rep. 2011;30:1747-58.).

The present study showed that in a competitive situation for light, the variables related to root development decrease. However, weedy rice is superior to the cultivated variety. These traits may be related to the ontogeny and/or adaptive plasticity of the competitors (Ziska et al., 2015Ziska LH, Gealy DR, Burgos N, Caicedo AL, Gressel J, Lawton-Rauh AL et al. Weedy (red) rice: an emerging constraint to global rice production. Adv Agron. 2015;129,181-228.; Dai et al., 2016Dai L, Song X, He B, Valverde BE, Qiang S. Enhanced photosynthesis endows seedling growth vigour contributing to the competitive dominance of weedy rice over cultivated rice. Pest Manag Sci. 2016;73:1410-20.). The greater weedy root development, irrespective of competitive condition, provides more nutrient acquisition capacity - the primary determinant in the establishment, dissemination and persistence of weed species (Giora and Osborne, 2014Giora M, Osborne BA. Resource competition in plant invasions: emerging patterns and research needs. Frontiers Plant Sci. 2014;5:1-21. ).

Another fact that should be underscored is that the weedy rice biotype shows greater initial root growth in the first 21 DAT, when compared to cultivated rice. The difference in initial growth is a determining factor in competitive capacity, given that early growth is an advantage in terms of access to available resources (Bastiaans et al., 2008Bastiaans L, Paolini R, Baumann DT. Focus on ecological weed management: what is hindering adoption? Weed Res. 2008;48:481-91.). This results in water or nutrient depletion in the competitor (Rizzardi et al., 2001Rizzardi MA, Fleck NG, Vidal RA, Merotto Jr A, Agostinetto D. Competição por recursos do solo entre ervas daninhas e culturas. Ciênc Rural. 2001;31:707-14. ).

Venske et al. (2013Venske E, Schaedler CE, Rosa MP, Borges CT, Avila LA, Zimmer PD. Initial development of red and cultivated rice in response to light and air temperature. J Seed Sci. 2013;35:510-8.) assessed the initial development of cultivated and weedy rice seedlings and found that the latter exhibits morphological variables superior to those of its cultivated counterpart, increasing in low light conditions. This study corroborates the results observed for the morphological variables of the root system, such as the greater length, perimeter, and area of the weed species. As such, the fact that weedy rice roots exhibited rapid initial growth in the first 21 DAT, as well as greater length, perimeter, area and number of root tips, compared to cultivated rice, may result in their demonstrating superior skills when competing for resources beneath the soil.

Competition among plants depends on the morphological shoot traits, to capture light, and the root system, to absorb water and nutrients (Giora and Osborne, 2014Giora M, Osborne BA. Resource competition in plant invasions: emerging patterns and research needs. Frontiers Plant Sci. 2014;5:1-21. ). Competition for light may affect root length and development (Wang et al., 2011Wang S-J, Ho C-H, Chen H-W. Rice develop wavy seminal roots in response to light stimulus. Plant Cell Rep. 2011;30:1747-58.), with direct influences on the competitive capacity among species (Page et al., 2010Page ER, Tollenaar M, Lee EA, Lukens L, Swanton CJ. Shade avoidance: an integral component of crop-weed competition. Weed Res. 2010;50:281-8.). The superior competitive ability of a species means greater capacity to assimilate resources from the environment and, consequently, higher growth and development potential, which leads to increased damage to the competitor (Agostinetto et al., 2013Agostinetto D, Fontana LC, Vargas L, Markus C, Oliveira E. Habilidade competitiva relativa de milhã em convivência com arroz irrigado e soja. Pesq Agropec Bras. 2013;48:1315-22.).

Plant responses to light stress, caused by competition for sunlight, are varied. However, one of the main responses is changes in the root system and a smaller exploitation area, directly affecting water and nutrient absorption rates. This response may be an escape mechanism and search for sunlight with the necessary quality and quantity needed to reestablish the plant’s energy balance (Lamego et al., 2015Lamego FP, Reinehr M, Cutti L, Aguiar ACM, Rigon CAG, Pagliarini IB. Alterações morfológicas de plântulas de trigo, azevém e nabo quando em competição nos estádios iniciais de crescimento. Planta Daninha. 2015;33:13-22. ).

4 Conclusions

Competition for light changes the morphological traits of cultivated rice (IRGA 424) and the biotype of weedy rice (Q35B). The changes included a decline in root area, perimeter, length, number of tips and dry weight, and reduce the shoot dry weight as well. However, the weedy rice biotype experiences less interference in competition for light, indicating that it is more competitive than cultivated rice, since, irrespective of competitive condition, it displays greater initial growth, root length, perimeter and area.

5 Contributions

CES: planned, provided advice on the development of activities, performed statistical analysis, and drafted the manuscript. CUMT: implemented, contributed to the development, organization of activities and data acquisition, and performed statistical analysis. FAPG: implemented, contributed to the development, organization of activities and data acquisition. DMC: reviewed the manuscript, contributed to statistical analysis and figures, and helped draft the manuscript. PJP: provided advice on the planning, development of activities, and hydroponic system, and reviewed the data and discussion.

6 Acknowledgments

Thanks to Foundation for Research of the State of Rio Grande do Sul (FAPERGS) and National Council for Scientific and Technological Development (CNPq) for the Research scholarship of second and fourth authors, respectively.

7 References

  • Abraham CT, Jose N. Weedy rice invasion in rice fields of India and management options. J Crop Weed. 2014;10:365-74.
  • Afifi M, Swanton C. Maize seed and stem roots differ in response to neighbouring weeds. Weed Res. 2011;51:442-50.
  • Agostinetto D, Fontana LC, Vargas L, Markus C, Oliveira E. Habilidade competitiva relativa de milhã em convivência com arroz irrigado e soja. Pesq Agropec Bras. 2013;48:1315-22.
  • Bastiaans L, Paolini R, Baumann DT. Focus on ecological weed management: what is hindering adoption? Weed Res. 2008;48:481-91.
  • Burgos NR, Norman RJ, Gealy DR, Black H. Competitive N uptake between rice and weedy rice. Field Crops Res. 2006;99:96-105.
  • Chauhan BS. Phenotypic plasticity of blistering Ammannia (Ammannia baccifera) in competition with direct-seeded rice. Weed Technol. 2013;28:373-7.
  • Dai L, Song X, He B, Valverde BE, Qiang S. Enhanced photosynthesis endows seedling growth vigour contributing to the competitive dominance of weedy rice over cultivated rice. Pest Manag Sci. 2016;73:1410-20.
  • Fleck NG, Agostinetto D, Galon L, Schaedler CE. Competitividade relativa entre cultivares de arroz irrigado e biótipo de arroz-vermelho. Planta Daninha. 2008;26:101-11.
  • Fukagawa NK, Ziska LH. Rice: importance for global nutrition. J Nutrit Sci Vitamin. 2019;65:S2-S3.
  • Giora M, Osborne BA. Resource competition in plant invasions: emerging patterns and research needs. Frontiers Plant Sci. 2014;5:1-21.
  • Gobbi KF, Garcia R, Ventrella MC, Garcez Neto AF, Rocha GC. Área foliar específica e anatomia foliar quantitativa do capim-braquiária e do amendoim-forrageiro submetidos a sombreamento. Rev Bras Zoot. 2011;40:1436-44.
  • Hoagland DR, Arnon DI. The water culture method for growing plants without soils. Berkeley: California Agricultural Experimental Station; 1950.
  • Instituto Rio Grandense do Arroz - IRGA. Boletim de resultados da lavoura - safra 2018/19 - arroz irrigado e soja em rotação [acesso em: 5 mar. 2020]. Disponível em: Disponível em: https://irga-admin.rs.gov.br/upload/arquivos/201909/05171808-relatorio-da-safra-2018-19-31-agosto-2019.pdf
    » https://irga-admin.rs.gov.br/upload/arquivos/201909/05171808-relatorio-da-safra-2018-19-31-agosto-2019.pdf
  • Jiao Y, Lau OS, Deng XW. Light-regulated transcriptional networks in higher plants. Nat Rev Genet. 2007;8:217-30.
  • Lamego FP, Reinehr M, Cutti L, Aguiar ACM, Rigon CAG, Pagliarini IB. Alterações morfológicas de plântulas de trigo, azevém e nabo quando em competição nos estádios iniciais de crescimento. Planta Daninha. 2015;33:13-22.
  • Liu JG, Mahoney KJ, Sikkema PH, Swanton CJ. The importance of light quality in crop-weed competition. Weed Res. 2009;49:217-24.
  • Merotto Jr A, Fischer AJ, Vidal RA. Perspectives for using light quality knowledge as an advanced ecophysiological weed management tool. Planta Daninha. 2009;27:407-19.
  • Page ER, Tollenaar M, Lee EA, Lukens L, Swanton CJ. Shade avoidance: an integral component of crop-weed competition. Weed Res. 2010;50:281-8.
  • Rizzardi MA, Fleck NG, Vidal RA, Merotto Jr A, Agostinetto D. Competição por recursos do solo entre ervas daninhas e culturas. Ciênc Rural. 2001;31:707-14.
  • Shivrain VK, Burgos NR, Agrama HA, Lawton-Rauh A, Lu B, Sales MA, et al. Genetic diversity of weedy red rice (Oryza sativa) in Arkansas, USA. Weed Res. 2010;50:289-302.
  • Slovak R, Ogura T, Satbhai SB, Ristova D, Busch W. Genetic control of root growth: from genes to networks. Ann Botany. 2016;117:9-24.
  • Streck NA, Michelon S, Kruse ND, Bosco LC, Lago I, Marcolin E, et al. Comparação de parâmetros de crescimento e de desenvolvimento de dois biótipos de arroz vermelho com genótipos de arroz irrigado. Bragantia. 2008;67:349-60.
  • Venske E, Schaedler CE, Rosa MP, Borges CT, Avila LA, Zimmer PD. Initial development of red and cultivated rice in response to light and air temperature. J Seed Sci. 2013;35:510-8.
  • Wang S-J, Ho C-H, Chen H-W. Rice develop wavy seminal roots in response to light stimulus. Plant Cell Rep. 2011;30:1747-58.
  • Yang X, Asseng S, Mtf W, Yu Q, Li J, Liu E. Quantifying the interactive impacts of global dimming and warming on wheat yield and water use in China. Agric For Meteor. 2013;182:342-51.
  • Zhang Z, Dai W, Song X, Qiang S. A model of the relationship between weedy rice seed-bank dynamics and rice-crop infestation and damage in Jiangsu Province, China. Pest Manag Sci. 2014;70:716-24.
  • Ziska LH, Gealy DR, Burgos N, Caicedo AL, Gressel J, Lawton-Rauh AL et al. Weedy (red) rice: an emerging constraint to global rice production. Adv Agron. 2015;129,181-228.

Publication Dates

  • Publication in this collection
    04 Dec 2020
  • Date of issue
    2020

History

  • Received
    13 Nov 2018
  • Accepted
    17 Mar 2020
Sociedade Brasileira da Ciência das Plantas Daninhas Departamento de Fitotecnia - DFT, Universidade Federal de Viçosa - UFV, 36570-000 - Viçosa-MG - Brasil, Tel./Fax::(+55 31) 3899-2611 - Viçosa - MG - Brazil
E-mail: rpdaninha@gmail.com