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Exploring alternatives for assessing and improving herbicide use in intensive agroecosystems of South Asia: A review

Abstract

Weeds pose a serious threat in achieving sustainable and profitable crop production. South Asia, as both a major food-producing and consuming region, needs a linear increase in food grain production. Among the several methods of weed management practice, herbicides are the most cost-effective and timely solution. Rice and wheat are the major staple food crops and the introduction of low-dose high efficacious herbicides, such as pyrazosulfuron-ethyl and sulfosulfuron in rice and wheat, respectively, have the major share in the region. With the continuous use of similar herbicides or application of a limited number of herbicides with a similar mode of action in intensive cropping systems, the evolution of herbicide resistance in many weeds has become a serious concern. With limited options of alternate herbicides, the evolution of cross and multiple resistance has emerged as a major challenge. This review has highlighted the usage of herbicides in South Asian countries, the development of herbicide resistance in major crops of the region, and the possible solutions. The adoption of site-specific integrated weed management in managing both herbicide resistance and weed menace, and location-specific agronomic interventions remains critical. The immense potential of adopting novel technologies, such as the use of economic sensing devices for real-time weed identification and spot-spraying, and early detection of herbicide resistance in weeds and their phenotypes, might offer alternatives of herbicide use for safer and cleaner economies.

Keywords:
Crop-competitiveness; herbicide consumption; herbicide resistance; integrated weed management; weed phenotyping

1. Introduction

The United Nations project 60% of the global population will be found in Asia, particularly in India and China by 2050. To meet the projected demand for food and feed in these countries, an enormous dependence on agrochemicals is expected. Weeds as a biotic threat have the most deleterious impact on crops worldwide. Besides offering direct inter-specific competition for natural and applied resources, weeds cause a significant decline in the produce and quality of agricultural systems. In India alone, an annual loss of more than USD 11 billion is estimated due to weeds in the 10 major crops (Gharde et al., 2018Gharde Y, Singh PK, Dubey RP, Gupta PK. Assessment of yield and economic losses in agriculture due to weeds in India. Crop Prot. 2018;107;12-8. Available from: https://doi.org/10.1016/j.cropro.2018.01.007
https://doi.org/10.1016/j.cropro.2018.01...
). Distinctive traits of weeds like acclimatization, adaptation, and plasticity make them highly competitive with crops. Globally, the herbicide sector has accounted for USD 43.8 billion or 52% of the total pesticide market as the largest segment during 2019 (Sharma et al., 2019Sharma A, Kumar V, Shahzad B, Mohsin Tanveer et al. Worldwide pesticide usage and its impacts on ecosystem. SN Appl Sci. 2019;1:1446. Available from: https://doi.org/10.1007/s42452-019-1485-1
https://doi.org/10.1007/s42452-019-1485-...
). It is expected to be the fastest-growing segment at a growth rate of 12.8% from 2020-2025 (Sharma et al., 2019Sharma A, Kumar V, Shahzad B, Mohsin Tanveer et al. Worldwide pesticide usage and its impacts on ecosystem. SN Appl Sci. 2019;1:1446. Available from: https://doi.org/10.1007/s42452-019-1485-1
https://doi.org/10.1007/s42452-019-1485-...
). The top 10 pesticide usage countries in the world are China, the USA, Argentina, Thailand, Brazil, Italy, France, Canada, Japan, and India (Pariona, 2018Pariona A. Pesticide using countries. Worldatlas. [Apr 25, 2018]]. Available from: https://www.worldatlas.com/articles/top-pesticide-consuming-countries-of-the-world.html.
https://www.worldatlas.com/articles/top-...
). Moreover, it has been estimated that by the year 2025, global pesticide usage will increase up to 3.5 million tonnes (Zhang, 2018Zhang W. Global pesticide use: profile, trend, cost/benefit and more. Proc Int Acad Ecol Environ Sci. 2018;8(1):1-27.). Presently, the global usage of pesticides is approximately 2 million tonnes, out of which 47.5% are herbicides, 29.5% are insecticides, 17.5% are fungicides, and 5.5% are other pesticides (Sharma et al., 2019Sharma A, Kumar V, Shahzad B, Mohsin Tanveer et al. Worldwide pesticide usage and its impacts on ecosystem. SN Appl Sci. 2019;1:1446. Available from: https://doi.org/10.1007/s42452-019-1485-1
https://doi.org/10.1007/s42452-019-1485-...
). The amount of herbicides used during the year 2019 in India, Bangladesh, Sri Lanka, Pakistan, and Nepal was around 9,749, 1,195, 716, 245, and 164 tonnes, respectively (Food and Agriculture Organization, 2020Food and Agriculture Organization – FAO. Faostat 2019. Rome: Food and Agriculture Organization; 2020. Available from: http://www.fao.org/faostat/en
http://www.fao.org/faostat/en...
).

Chemical weed management is a feasible, highly economic, and effective method of weed control, but over-reliance on herbicides has led to serious-environmental concerns, and thus, focusing on alternative methods becomes imperative. The evolution of resistance among the noxious weeds against the most popular herbicides has forced the farmers and other stakeholders to consider other ecologically sound best management practices for sustainable weed management. The integration of various tactics of weed management remains of paramount importance. This review highlights updated and comprehensive information of herbicide use, advantages of herbicide use, challenges, and sustainability issues along with alternative weed management strategies. The prospects and future research are also discussed to address the dire need for the development of integrated herbicide resistance management.

2. Herbicide use in South Asia

Weeds and crops co-exist in the field since time immemorial, but after the popularization of chemical weed management with the advent of a variety of herbicide molecules, alternative methods, such as tillage, manual weeding, crop rotation, etc., have become less common. Out of the total global herbicide consumption, almost 50% has been reported from South Asia (Food and Agriculture Organization, 2019). Herbicides account for almost 16% of the total pesticide market in India and are intensively being used in rice, wheat, and soybean (Bhullar et al., 2017Bhullar MS, Kaur N, Kaur P, Gill G. Herbicide resistance in weeds and it’s management. Agri Res J. 2017;54(4):436-44. Available from: https://doi.org/10.5958/2395-146X.2017.00085.0
https://doi.org/10.5958/2395-146X.2017.0...
). In 1970, glyphosate was discovered by Franz from Monsanto Company and since 2001, glyphosate has been the most widely used herbicide in HT crops (Beckie et al., 2017Beckie HJ, Heap IM, Smeda RJ, Hall LM. Screening for herbicide resistance in weeds. Weed Technol. 2017;14(2):428-45. Available from: https://doi.org/10.1614/0890-037X(2000)014[0428:SFHRIW]2.0.CO;2
https://doi.org/10.1614/0890-037X(2000)0...
). Cotton and paddy are the major crops, which consume almost 50 and 18% of the total herbicide consumption in the world. However, glyphosate and 2,4-D are extensively used herbicides in tea and coffee plantations in South Asia. In India, glyphosate accounts for 37% of the active ingredient of the total herbicides used and almost 24% of it is being used in cereals, cotton, sugarcane, some fruits, and vegetables (Brookes, 2020Brookes G. Glyphosate use in Asia and implications of possible restrictions on its use. AgBioForum. 2020;22(1):1-26.). In India, glyphosate is being used almost on 12 M ha area with an average use of 0.68 kg/ha. It is an effective and economic solution to the weed problem; thus, an additional total cost of USD 200 millionand 23 USD/ha will be incurred globally in the case glyphosate is banned (Brookes, Barfoot, 2018Brookes G, Barfoot P. Farm income and production impacts of using GM crop technology 1996-2016. GM Crops Food. 2018;9(2):59-89. Available from: https://doi.org/10.1080/21645698.2018.1464866
https://doi.org/10.1080/21645698.2018.14...
).

3. Challenges in herbicide use in South Asia

Higher wages have accelerated the adoption of chemical weed management in South Asian countries (Rao et al., 2007Rao AN, Mortimer AM, Johnson DE, Sivaprasad B, Ladha JK. Weed management in direct-seeded rice. Adv Agron. 2007;93:155-257. Available from: https://doi.org/10.1016/S0065-2113(06)93004-1
https://doi.org/10.1016/S0065-2113(06)93...
). Herbicides are known for their cost-effectiveness, higher weed control efficacy, immediate response, and labor-saving. However, longer persistence in the soil-plant-atmosphere continuum and possible harm to the non-target organisms are the major apprehension in their continuous use. Some other challenges in herbicide use in South Asian countries have been mentioned below.

3.1 Limited choice in herbicides use

Rice is cultivated in more than 55% arable area of South Asia and chemical weed management offers an economic solution in rice. The rotation of herbicides with a dissimilar mechanism of action is often recommended for effective weed control and delaying the development of herbicides. The frequency of development of newer herbicides with a different mechanism of action (MOA) and their commercialization till the 1980s was once every 2.5 to 3 years (Jeschke, 2015Jeschke P. Propesticides and their use as agrochemicals. Pest Manage Sci. 2015;72(2):210-5. Available from: https://doi.org/10.1002/ps.4170
https://doi.org/10.1002/ps.4170...
). Thereafter, no new MOA have been introduced. New herbicides with prevailing MOA could be used only where cross-resistance has not been reported so far (Jeschke, 2015Jeschke P. Propesticides and their use as agrochemicals. Pest Manage Sci. 2015;72(2):210-5. Available from: https://doi.org/10.1002/ps.4170
https://doi.org/10.1002/ps.4170...
). The increasing cases of the evolution of resistance in common herbicides indicate that most of theherbicides might become unusable in the coming times. The new HT crops are resistant to old herbicides like 2,4-D and the limited choice of new herbicides leaves farmers with no option.

3.2 Over-reliance on use of glyphosate

Glyphosate as a broad-spectrum herbicide with a new MOA was promoted as a miracle herbicide, especially after the popularity of transgenic crops, and now it has become the most widely used herbicide for weed control in both agricultural and non-agricultural areas over the past 30 years (Andert et al., 2019Andert S, Mutz JE, Wiese A, Mol F, Steinmann HH, Gerowitt B. Farmers’ statements are reliable: comparing two different data sources about glyphosate use in Germany. Crop Prot. 2019;124:104876. Available from: https://doi.org/10.1016/j.cropro.2019.104876
https://doi.org/10.1016/j.cropro.2019.10...
). The worldwide annual usage and production is more than 0.8 million t and 1.1 million t, respectively. Glyphosate represents 12% of the overall pesticide market globally (Székács, Darvas, 2018Székács A, Darvas B. Forty years with glyphosate. In: Hasaneen MN, editor. Herbicides: properties, synthesis and control of weeds. Rijeka: InTech; 2018. p. 247-84.). Glyphosate is one of the most important and widely used active ingredients accounting for up to 73% of total herbicide active ingredients used across the seven countries, viz. Australia, China, India, Indonesia, Philippines, Thailand, and Vietnam and up to 38% of the total area sprayed with herbicides. Also, the expenditure of using alternate methods for glyphosate may increase the annual cost of weed control across the seven countries between $22/ha and $30/ha (Brookes, Barfoot, 2018Brookes G, Barfoot P. Farm income and production impacts of using GM crop technology 1996-2016. GM Crops Food. 2018;9(2):59-89. Available from: https://doi.org/10.1080/21645698.2018.1464866
https://doi.org/10.1080/21645698.2018.14...
). Annually, Asia accounts for the use of about 82 million kg (16%-18% of global use) of glyphosate as active ingredients associated with agricultural uses per year. Glyphosate is one of the most important and widely used active ingredients accounting for between 13% and 73% of the total herbicide active ingredient use across Asia and stands between 7% and 38% of the total area sprayed with herbicides (Brookes, 2020Brookes G. Glyphosate use in Asia and implications of possible restrictions on its use. AgBioForum. 2020;22(1):1-26.). India and China, two agriculturally important countries use 20.1 and 14.2 million kg glyphosate as active ingredients in various herbicide formulations. However, resistance to glyphosate is evolving at a steady pace which results in low efficacy and higher weed management costs (Heap, Duke, 2018Heap I, Duke SO. Overview of glyphosate-resistant weeds worldwide. Pest Manage Sci. 2018;74(5):1040-9. Available from: https://doi.org/10.1002/ps.4760
https://doi.org/10.1002/ps.4760...
). There are more than 48 glyphosate-resistant weed species in the world (Heap, 2021Heap I. The international herbicide-resistant weed database. Weescience. Sept 11, 2021. Available from: www.weedscience.org
www.weedscience.org...
). Hence, with new transgenics, the threat of poor efficacy of glyphosate has become a major cause of concern.

3.3 Weed shift

With the technological shift from subsistence to intensive and commercial cultivation and from conventional to conservation ecologies, a distinct weed shift towards difficult to control weeds has been noticed. For example, before the Green Revolution in India, Carthamus oxycantha L. was one of the major weeds of wheat, but with the expansion of irrigation facilities and introduction of semi-dwarf norin wheat, Phalaris minor Retz. and Avena ludoviciana L. have become noxious weeds (Yadav, Malik, 2005). A paradigm shift in crop establishment with the popularization of resource conservation technologies, eg. zero tillage (ZT) in India has also resulted in a shift towards perennial grassy weeds Agropyron repens (L.) Beauv. And Cirsium arvense (L.) Scop. over broad leaved weeds such as Convolvulus arvensis L. and Rumex dentatus L. (Chhokar et al., 2007Chhokar RS, Sharma RK, Jat GR, Pundir AK, Gathala MK. Effect of tillage and herbicides on weeds and productivity of wheat under rice-wheat growing system. Crop Prot. 2007;26(11):1689-96. Available from: https://doi.org/10.1016/j.cropro.2007.01.010
https://doi.org/10.1016/j.cropro.2007.01...
; Catizone et al., 1990Catizone P, Tedeschi M, Baldoni G. Influence of crop mangement on weed population and wheat yield. Proceeding of an EWRS Symposium; June 4-6, 1990; Helsinki, Finland.). Climate change owing to increased temperatures and higher CO2 concentrations may cause a potential shift of weeds with less phenotypic plasticity and allow some other weeds to replace native and expand in newer areas (Peters et al., 2014Peters K, Breitsameter L, Gerowit B. Impact of climate change on weeds in agriculture: a review. Agron Sustain Dev. 2014;34:707-21. Available from: https://doi.org/10.1007/s13593-014-0245-2
https://doi.org/10.1007/s13593-014-0245-...
). These weed shifts in intensive systems have compelled the continuous use of high-efficacy and recently introduced low-dose herbicides. With a lack of choice in the existing herbicides, the dependence on a few herbicides has become troublesome.

3.4 Environment concerns and herbicide banning

Chemical weed management using herbicides is an inexpensive and effective means of weed control, but the continuous use of herbicides for long might contaminate soil, water, and air (Zang, 2018). Contamination of water resources through adsorption, absorption and precipitation, degradation into a harmful substance or transportation through leaching, volatilization and runoff, especially through pre-emergence or pre-planting is a grave concern. When herbicides reach sites not accessible for roots, they contaminate groundwater (Mendes et al., 2021). The steep increase in the use of herbicides, especially glyphosate in South Asia under intensive systems is a cause of concern. Resistance against glyphosate in several weeds has been reported across more than 35 countries, including South Asia, in almost 35 major crops (Heap, Duke, 2018Heap I, Duke SO. Overview of glyphosate-resistant weeds worldwide. Pest Manage Sci. 2018;74(5):1040-9. Available from: https://doi.org/10.1002/ps.4760
https://doi.org/10.1002/ps.4760...
). The persistence of glyphosate may exceed up to years, therefore, a huge area of global croplands is susceptible to high environmental pollution and eco-system hazard (Richmond, 2018Richmond ME. Glyphosate: a review of its global use, environmental impact, and potential health effects on humans and other species. J Environ Studies Sci. 2018;8:416-34. Available from: https://doi.org/10.1007/s13412-018-0517-2
https://doi.org/10.1007/s13412-018-0517-...
). Glyphosate belongs to a 2A category as probably carcinogenic to humans (International Agency for Research on Cancer, 2015). In India, the ban on manufacturing and sale of 27 pesticides, including important herbicides like atrazine, 2,4-D, pendimethalin, sulfosulfuron, oxyfluorfen, butachlor, etc., is in process. Anticipating the negative environmental footprints with glyphosate use, the state of Punjab, Kerala, Telangana and Andhra Pradesh of India have already banned the use of glyphosate (Mukherjee, 2020Mukherjee S. Centre moves to limit use of controversial herbicide glyphosate. Business Standard [July 9, 2020]. Available from: https://www.business-standard.com.
https://www.business-standard.com...
). Glyphosate is also totally banned in Sri Lanka. Some other herbicides viz. hexazinone and diuron, have been reported as microcontaminants of soil and water resources located near the application sites (Mendes et al., 2019Mendes KF, Justiniano Régo AP, Takeshita V, Tornisielo VL. Water resource pollution by herbicide residues, biochemical toxicology: heavy metals and nanomaterials. In: Ince M, Ince OK, Ondrasek G, editors. Biochemical toxicology: heavy metals and nanomaterials. London: IntechOpen; 2019.).

3.5 Poor herbicide efficiency

Major challenges in herbicide use in developing nations are the mixing of spurious material with poor raw material and low quality of solvents, inappropriate dose, and method of application (Bayoumi, 2021Bayoumi AE. Counterfeit pesticides. Am Chem Health Saf. 2021;28(4):232-7. Available from: https://doi.org/10.1021/acs.chas.1c00010
https://doi.org/10.1021/acs.chas.1c00010...
). The under or over-dose for severe weed infestation may also lead to poor weed management and phytotoxicity in some cases. With the increasing use of specific herbicides against specific weeds, their efficacy against other weeds remains at stake. Thus, using appropriate herbicides and their combinations for effective weed control is needed. The evolution of herbicide resistance and the differential response of weeds and crops to the herbicide demand new herbicides, which are usually expensive. Managing herbicide use for effective and sustainable weed control includes factors like herbicide selection, their doses, time, and method of application.

3.6 Scarce information on herbicide use for farmers

The knowledge of the majority of the management systems is still at the nascent stage and is incomplete. Various programs must be carried out under human resource development schemes to strengthen the extension services to farmers. Besides the economic and environmental risks, the farmers in South Asian countries do not even follow the personal protective equipment while spraying herbicides. Adhikari et al. (2020)Adhikari SP, Ghimire YN, Subedi S, Poudel HK. Decision to use herbicide in wheat production by the farm households in Nepal: a probit regression analysis. J Agri Nat Res. 2020;3(1):12-9. Available from: https://doi.org/10.3126/janr.v3i1.26999
https://doi.org/10.3126/janr.v3i1.26999...
from Nepal reported that various socio-economic factors, including farm size, education level, and migration governs the use of the herbicide. Individual herbicides offer immediate advantages, thus herbicide use is advised in combination with agricultural measures to increase agricultural production costs. A poor understanding of the possible evolution of herbicide resistance by continuous and extensive use of herbicides makes farmers unaware of the threat. Alternative herbicides with novel MOA are very few and their information is very scarce amongst farmers. Some natural phytotoxins based on citronella oil, d-limonene, pine oil, pelargonic acid, etc., are known to provide new and potential target sites. These natural products must be popularized among farmers, but the high cost incurred makes their use a challenge.

3.7 Herbicide resistance

When a weed biotype survives the dose of a herbicide to which it used to be controlled earlier is said to be called a herbicide-resistant (HR) weed biotype. Out of the total weed population, if 15% or more weeds develop resistance, alternate weed management options are advised. Over time, the proportion of these resistant weed biotypes increases with continuous selection, resulting in the building of a genetically resistant weed population (Vencill et al., 2012Vencill WK, Nichols RL, Webster TM, Soteres JK, Mallory-Smith C, Burgos NR et al. Herbicide resistance: toward an understanding of resistance development and the impact of herbicide-resistant crops. Weed Sci. 2012;60(spe1):2-30. Available from: https://doi.org/10.1614/WS-D-11-00206.1
https://doi.org/10.1614/WS-D-11-00206.1...
).

2,4-D was the first herbicide against which resistance was reported in Daucus carota L. in Canada in 1957 (Stachler et al., 2000Stachler JM, Kells JJ, Penner D. Resistance of wild carrot (Daucus carota) to 2,4-D in Michigan. Weed Technol. 2000;14(4):734-9. Available from: https://doi.org/10.1614/0890-037X(2000)014[0734:ROWCDC]2.0.CO;2
https://doi.org/10.1614/0890-037X(2000)0...
). Then in 1968, resistance was reported in the USA against atrazine and simazine (triazine group) in Senecio vulgaris L. (Ryan, 1970Ryan GF. Resistance of common groundsel to simazine and atrazine. Weed Sci. 1970;18(5):614-6. Available from: https://doi.org/10.1017/S0043174500034330
https://doi.org/10.1017/S004317450003433...
). However, with time, herbicide resistance has been reported against almost all the major herbicide groups in the developing nations also, however, most resistance cases have been reported against triazines (Figure 1). Herbicide-resistance cases in rice weed species have been reported from the way back in 1989 against 2,4-D from Malaysia. Later, herbicide resistance against propanil, quizalofop-p-ethyl, fenoxaprop-p-ethyl and bensulfuron-methyl from Malaysia, Thailand, the Philippines and Indonesia have been also reported (Kumar et al., 2017Kumar V, Opena J, Valemcia K, Ho T. Rice weed management in South East Asia. In: Rao AN, Matsumoto H, editors. Weed management in rice in the Asian-Pacific region. Hyderabad: Asian-Pacific Weed Science Society; 2017.).

Figure 1
Distribution of herbicide-resistant cases in developing nations based on the mode of action

Any weed species that become resistant to a specific herbicide is called a unique case. When the same weed species become resistant to another herbicide, it becomes a separate unique case. A total of 263 weed species; 152 belonging to dicotyledonous and 111 to monocotyledonous have been reported resistant as the total 502 unique cases. Heap (2021)Heap I. The international herbicide-resistant weed database. Weescience. Sept 11, 2021. Available from: www.weedscience.org
www.weedscience.org...
reports that resistance has been involved in more than 160 different herbicides in 95 crops in 71 different countries. The resistance has been reported for more than 20 MOA out of the total 31 known herbicide sites of action. The chronological increase in the total unique resistant cases and glyphosate-resistant cases alone has been reported after 1980 (Figure 2).

Figure 2
The increase in the number of unique cases and glyphosate-resistant cases over time

Although the majority of cases of developing herbicide resistance have been reported in the developed world due to intensive herbicide use and popularization of HR crops, several important weeds have evolved resistance in developing countries, also (Rao et al., 2017Rao AN, Wani SP, Ahmed S, Haider AH, Marambe B. An overview of weeds and weed management in rice of South Asia. In: Rao AN, Matsumoto H, editors. Weed management in rice in the Asian-Pacific region. Hyderabad: Asian-Pacific Weed Science Society; 2017. p. 247-81.). The developed countries account for approximately 70% of the global agrochemical market and glyphosate alone accounts for nearly 11% of the total market; however, in developing countries, paraquat is the most used herbicide (Choudhary et al., 2014Choudhary PP, Singh R, Ghosh D, Sharma AR. Herbicide use in indian agriculture. Jabalpur: Directorate of Weed Research; 2014.). Also, in developing countries, manual weeding is still the most commonly used method of weed control. But now, almost 22% of the HR cases have been reported from developing nations only. Herbicides against which resistance has been reported in different weeds grown in various crops from South Asian countries have been listed in Table 1.

Table 1
Herbicide resistance in weeds, mode of action of herbicides, and alternative suggested effective herbicides.

Table 1 shows that resistance has been developed primarily in weeds occurring in wheat and rice in South Asia. Herbicide resistance is a major problem for developing countries due to their higher reliance on food crops and escalating costs of cultivation, thus it might have implications on the profitability of major crops. Agriculture is the primary source of livelihood in these areas and higher food demands for burgeoning populations remain a challenge. Also, herbicide resistance has been reported to be the highest in cereal crops across South Asian countries (Table 2). Figure 3 also highlights that the maximum resistance cases in weeds have been reported in cereals.

Table 2
Herbicide resistance in weeds under important crops in Asian countries (Peterson et al. 2018Peterson MA, Collavo A, Ovejero R, Shivrain V, Walsh MJ. The challenge of herbicide resistance around the world: a current summary. Pest Manag Sci. 2018;74(10):2246-59. Available from: https://doi.org/10.1002/ps.4821
https://doi.org/10.1002/ps.4821...
).
Figure 3
The prevalence of herbicide-resistant weed species in various crops (A) and herbicide-resistant weeds species families (B).

4. Sustainable weed management in South Asia

4.1 Improving herbicide efficiency

Higher efficiency of weed control using chemical management can be achieved through the adoption of herbicide sequence, herbicide rotation, development of novel herbicides and herbicide mixtures, use of synergists, new formulations, or new adjuvants; and use of appropriate herbicide rates (Calore et al., 2015Calore RA, Marcelo D. Ferreira, Rodrigues EL, Otuka AK. Distribution pattern, surface tension and contact angle of herbicides associated to adjuvants on spraying and control of Ipomoea Hederifolia under rainfall incidence. Eng. Agric. 2015;35(4):756-68. Available from: https://doi.org/10.1590/1809-4430
https://doi.org/10.1590/1809-4430...
). Besides improving efficiency, they can also delay the development of resistance (Gressel, Segel, 1990Gressel J, Segel LA. Modelling the effectiveness of herbicide rotations and mixtures as strategies to delay or preclude resistance. Weed Technol. 1990;4(1):186-98. Available from: https://doi.org/10.1017/S0890037X00025215
https://doi.org/10.1017/S0890037X0002521...
). Spraying the prescribed doses of herbicides under appropriate environmental conditions, viz. wind velocity, luminosity, relative humidity, and temperature, might delay resistance evolution (Norsworthy et al., 2012Norsworthy JK, Ward SM, Shaw DR, Llewellyn RS, Nichols RL et al. Reducing the risks of herbicide resistance: best management practices and recommendations. Weed Sci. 2012;60(spe1):31-62. Available from: https://doi.org/10.1614/WS-D-11-00155.1
https://doi.org/10.1614/WS-D-11-00155.1...
). Also, the standardized application technologies like appropriate nozzle type, speed of application, tank pressure, droplet size, use of surfactants, and spray volume are essential to maximize efficacy and avoid resistance selection by sub-doses (Busi et al., 2013Busi R, Powles SB. Cross-resistance to prosulfocarb and triallate in pyroxasulfone-resistant Lolium rigidum. Pest Manag Sci. 2013;69(12):1379-84. Available from: https://doi.org/10.1002/ps.3516
https://doi.org/10.1002/ps.3516...
).

Cross-resistance and multiple resistance would be delayed or relieved when herbicide sequence, rotation, and/or mixture are used concurrently. When weeds develop non-target site resistance, the synergist application, formulation changes, and the use of new adjuvants also aid in managing herbicide resistance by increasing the concentration of herbicidal ingredients at the target sites. Lower or higher than the recommended dose of herbicides promotes the rapid evolution of polygenic resistance (Lagator et al., 2013Lagator M, Vogwill T, Mead A, Colegrave N, Neve P. Herbicide mixtures at high doses slow the evolution of resistance in experimentally evolving populations of Chlamydomonas reinhardtii. New Phytol. 2013;198(3):938-45. Available from: https://doi.org/10.1111/nph.12195
https://doi.org/10.1111/nph.12195...
; Yu et al., 2013Yu Q, Han H, Cawthray GR, Wang SF, Powles SB. Enhanced rates of herbicide metabolism in low herbicide-dose selected resistant Lolium rigidum. Plant Cell Environ. 2013;36(4):818-27. Available from: https://doi.org/10.1111/pce.12017
https://doi.org/10.1111/pce.12017...
).

4.2 Early detection of herbicide resistance

Herbicide resistance causes substantial yield losses, agro-ecosystem imbalance, and food safety issues (Atashgahi et al., 2018Atashgahi S, Sánchez-Andrea I, Heipieper HJ, Van der Meer JR, Stams AJ, Smidt H. Prospects for harnessing biocide resistance for bioremediation and detoxification. Science. 2018;360(6390):743-6. Available from: https://doi.org/10.1126/science.aar3778
https://doi.org/10.1126/science.aar3778...
). The frequency of the herbicide use pattern, as the sole application or in mixtures, also governs the development of herbicide resistance, but herbicide rotation can only be followed up on the availability of alternative herbicides.

For the prevention of herbicide resistance in the areas where it has not been established, the selection pressure for resistant biotypes should be reduced. The appropriate herbicide dose, efficacy, and frequency of application should be chosen. The admixture of resistant weed seeds also introduces herbicide resistance in new areas, hence certified weed-free seeds and clean farm machinery and equipment also prevent the dispersal of resistant weed seeds.

Early-emerging weeds often survive post-emergence weed control practices due to their large size and stature at the time of herbicide application. Thus, an early detection of herbicide resistance through various techniques viz. hydroponically grown weeds for rapid access to root and shoot growth behaviors, use of selected marker genes which help in identification of those genes which have conferred resistance to various herbicides, or models for better understanding of the management scenarios, and early prediction and risk assessment through long-term field trials studying weed population dynamics for better understanding and timely decision making could prevent or delay the development of herbicide resistance (Bagavathiannan et al., 2020Bagavathiannan MV, Beckie HJ, Chantre GR, Gonzalez-Andujar JL, Leon RJ et al. Simulation models on the ecology and management of Arable Weeds: structure, quantitative insights, and applications. Agronomy. 2020;10(10):1-24. Available from: https://doi.org/10.3390/agronomy10101611
https://doi.org/10.3390/agronomy10101611...
). Physical management of HR weeds includes soil solarization, deep plowing, selection of clean crop seeds, and soil mulching. When combined, these physical management techniques can prevent over 95% of resistant weed seeds from entering the soil seed bank (Walsh et al., 2018Walsh MJ, Broster JC, Schwartz-Lazaro LM, Norsworthy JK, Davis AS, Tidemann BD et al. Opportunities and challenges for harvest weed seed control in global cropping systems. Pest Manage Sci. 2018;74(10):2235-45. Available from: https://doi.org/10.1002/ps.4802
https://doi.org/10.1002/ps.4802...
).

4.3 Herbicide resistance stewardship

The popularization of the rice-wheat system and the continuity of the same system has paved a way for the incidence of isoproturon-resistant P. minor in wheat in India (Malik, Singh, 1995Malik RK, Singh S. Littleseed canarygrass (Phalaris minor) resistance to isoproturon in India. Weed Tech. 1995;9(3):419-25. Available from: https://doi.org/10.1017/S0890037X00023629
https://doi.org/10.1017/S0890037X0002362...
). If resistance is suspected and later confirmed, the herbicide being used should be immediately stopped. The resistant weed plants should be killed before seed setting and dispersal. Best management practices, viz. employing higher plant density, staggered planting time, and managing resistant weed populations should be focused on. Site-specific agronomic manipulations in tillage, residues use, and selection of suitable crop rotations can reduce or delay the evolution of herbicide resistance. Also, the inclusion of a short duration legume crop like mungbean (Vigna radiata (L.) R.Wilczek) in the Indo-Gangetic Plains potentially reduces weed pressure by maintaining soil mulch (Kumar et al., 2013Kumar V, Singh S, Chhokar RS, Malik RK, Brainard DC, Ladha JK. Weed management strategies to reduce herbicide use in zero till rice-wheat cropping systems of the Indo-Gangetic plains. Weed Technol. 2013;27(1):214-54. Available from: https://doi.org/10.1614/WT-D-12-00069.1
https://doi.org/10.1614/WT-D-12-00069.1...
). Thus, integrating all management factors can help in dealing with herbicide resistance (Figure 4).

Figure 4
Herbicide resistance stewardship with the integration of crop-herbicide-weed factors

4.4 Switching to newer herbicides

Using alternate herbicides as an integrated weed management (IWM) strategy can delay and sometimes prevent the problem of herbicide resistance development. In India, IWM has given some practical solutions for herbicide resistance in P. minor in wheat. The resistant plants are able to metabolize the herbicide with increased activity of monooxygenase enzymes and poor degradation of isoproturon due to the mixed function of oxidase inhibitors, 1-aminobenzotriazole (ABT) and piperonyl butoxide (PBO) (Singh et al., 1998Singh S, Kirkwood RC, Marshall G. Effect of ABT on the activity and rate of degradation of isoproturon in susceptible and resistant biotypes of Phalaris minor and in Wheat. Pestic Sci. 1998;52(2):123-32. Available from: https://doi.org/10.1002/(SICI)1096-9063(199806)53:23.0.CO;2-J
https://doi.org/10.1002/(SICI)1096-9063(...
). Herbicides with alternative MOA, viz. tralkoxydim and diclofop-methyl, have been reported to control isoproturon-resistant P. minor (Walia et al., 1997Walia US, Bar LS, Dhaliwal BK. Resistance to isoproturon in Phalaris minor Retz. Plant Prot Quarnt. 1997;12(3):138-40.). But, with time, isoproturon-resistant weed biotypes exhibit cross-resistance to clodinafop-propargyl and sulfonylureas also. However, herbicides like fenoxaprop-p-ethyl, sethoxydim, tralkoxydim, and the dinitroanilines, trifluralin, and pendimethalin, remains effective (Chhokar, Malik, 2002Chhokar RS, Malik RK. Isoproturon-resistant littleseed canarygrass (Phalaris minor) and its response to alternate herbicides. Weed Technol. 2002;16(1):116-23. Available from: https://doi.org/10.1614/0890-037X(2002)016[0116:IRLCPM]2.0.CO;2
https://doi.org/10.1614/0890-037X(2002)0...
). Herbicide rotation with alternate MOA can significantly delay the development of resistance in weeds. In place of a single herbicide, mixtures such as metsulfuron + iodosulfuron and fenoxaprop + metribuzin have also been introduced to control resistant P. minor. In major South Asian countries, glyphosate-tolerant crops are less popular and a variety of herbicides and their rotations are in use without the development of resistance.

4.5 Herbicide-tolerant crop management

Weed management is more crucial in herbicide-tolerant (HT) crops, as the presence of weeds may encourage gene flow by pollen or seed dispersal (Bain et al., 2017Bain C, Selfa T, Dandachi T, Velardi S. “Superweeds” or “survivors”? Framing the problem of glyphosate resistant weeds and genetically engineered crops. J Rural Stud. 2017;51:211-21. Available from: https://doi.org/10.1016/j.jrurstud.2017.03.003
https://doi.org/10.1016/j.jrurstud.2017....
). To manage HT crops, the minimum use of herbicides should be used to achieve a yield level higher than conventional crops. For these crops, instead of using higher doses, a tank mix application with other herbicides is advised (Schütte et al., 2017Schütte G, Eckerstorfer M, Rastelli V, Reichenbecher W, Restrepo-Vassalli S, Ruohonen-Lehto M et al. Herbicide resistance and biodiversity: agronomic and environmental aspects of genetically modified herbicide-resistant plants. Environ Sci Eur. 2017;29(5):1-12. Available from: https://doi.org/10.1186/s12302-016-0100-y
https://doi.org/10.1186/s12302-016-0100-...
). In India, the recently released HT rice cultivars Pusa 1979 and Pusa 1985 have been developed using marker-assisted backcross breeding which is tolerant to the imidazolinone group of herbicides through introgression of mutated acetohydroxy acid synthase (AHAS) alleles (Grover et al., 2020Grover N, Kumar A, Yadav AK, Krishnan G, Ellur RK, Bhowmick PK et al. Marker assisted development and characterization of herbicide tolerant near isogenic lines of a mega basmati rice variety, “Pusa Basmati 1121”. Rice. 2020;13:68. Available from: https://doi.org/10.1186/s12284-020-00423-2
https://doi.org/10.1186/s12284-020-00423...
). Herbicide tolerance has been conferred against imidazolinones in several other crops, popularly known as Clearfield crops.

4.6 Integrated herbicide resistance management

Resistance to herbicides in weeds is an outcome of natural selection in the presence of selection pressure exerted by herbicides, which are in continuous use without proper levels of risk assessment. Also, herbicides alone cannot create resistant weeds. Thus, an integrated herbicide resistance management system is desired to better fit the diverse local ecological regions of South Asia (Shekhawat et al., 2017Shekhawat K, Rathore SS, Dass A, Das TK, Mahajan G, Chauhan BS. Weed menace and management strategies for enhancing oilseed brassicas production in the Indian sub-continent: a review. Crop Prot. 2017;96:245-57. Available from: https://doi.org/10.1016/j.cropro.2017.02.017
https://doi.org/10.1016/j.cropro.2017.02...
). Developing more effective integrated management systems against herbicide resistance, understanding the biology and ecology of crop-weed interactions and elucidating herbicide resistance mechanisms (especially for the non-target-site-based resistance) remains necessary. More focus should be given to preventive measures and delay the development of new resistance management strategies under non-chemical approaches. Thus, concerted efforts from scientists, farmers, manufacturers, and policymakers can address this issue.

Cases of resistant weeds in rice production in India and across South Asia are less common, possibly because of the prevalence of hand-weeding in these areas compared with the developed world. But, hand-weeding as a weed management strategy is losing importance due to higher wages and the availability of herbicides, and thus, resistance in weeds is emerging. The current estimates are that 70% of the rice production areas in India is treated with herbicides for weed control (Choudhary et al., 2014Choudhary PP, Singh R, Ghosh D, Sharma AR. Herbicide use in indian agriculture. Jabalpur: Directorate of Weed Research; 2014.). But, fortunately, the majority of the herbicides being used in rice belong to the very long-chain fatty acid (VLCFA) inhibitor and ALS inhibitor groups. VLCFA inhibitors are generally applied as pre or early post-emergence to control grasses and have a lower tendency to develop resistance.

The post-emergence applications of ALS inhibitors to manage broadleaf weeds in rice across Asia exhibit more resistance issues. Resistance in grass weeds, especially P. minor to ACCase and ALS herbicides, is one of the major challenges for wheat farmers across India, Pakistan Bangladesh, and Nepal. Multiple herbicide-resistance in P. minor impacts nearly 4 M ha area in the top 10 wheat-producing states in India. Non-chemical weed management practices, including stale seedbed, early planting, higher wheat seeding rates, herbicide rotations, and sequential herbicide applications, are currently being recommended for the management of problem species, such as P. minor.

4.7 Improved agronomy for enhancing crop-competitiveness

Agronomic manipulations through the selection of crops, crop rotations and intercropping, crop establishment techniques, spatial arrangement, and other crop management factors including nutrient, water, mulching (Dass et al., 2016Dass A, Shekhawat K, Choudhary AK, Sepat S, Rathore SS, Mahajan G et al. Weed management in rice using crop competition-a review. Crop Prot. 2016;95:45-52. Available from: https://doi.org/10.1016/j.cropro.2016.08.005
https://doi.org/10.1016/j.cropro.2016.08...
; Yang et al. 2018Yang X, Mi W, Tan X, Wu L, Onipchenko VG. Effect of non-flooded plastic film mulching cultivation for rice in southeast China. Weed Sci. 2018;66(1):134-41. Available from: https://doi.org/10.1017/wsc.2017.37
https://doi.org/10.1017/wsc.2017.37...
), the optimum time and density of sowing (Deng et al., 2018Deng HH, Lan Y, Yang A, Deng X, Zhang L. A fully convolutional network for weed mapping of unmanned aerial vehicle (UAV) imagery. PLoS One. 2018;13(4):1-19. Available from: https://doi.org/10.1371/journal.pone.0196302
https://doi.org/10.1371/journal.pone.019...
), use of allelopathy (Li et al., 2018Li ZR, Huang QQ, Peng Q, Zhou Y, Zhou XM, Bai LY. [Herbicidal activity and response mechanism of botanical caprylic acid]. J Plant Prot. 2018;45(5):1161-7. Chinese.), etc., improve the weed control efficiency.

4.7.1. Crop establishment and sowing

The staggered sowing time which can modify the crop-weed competition to favor crop growth can reduce weed infestations. For example, the shifting of wheat sowing 15 days later during the first fortnight of November can reduce infestation of noxious weeds, like P. minor, in India and due to higher temperature at the terminal stage, the seed formation in P. minor can be avoided.

The timing and method of tillage strongly influences the dominance of weed flora. Timely sown zero-tilled wheat can compete with P. minor infestation, with or without crop residue retention (Chhokar et al., 2007Chhokar RS, Sharma RK, Jat GR, Pundir AK, Gathala MK. Effect of tillage and herbicides on weeds and productivity of wheat under rice-wheat growing system. Crop Prot. 2007;26(11):1689-96. Available from: https://doi.org/10.1016/j.cropro.2007.01.010
https://doi.org/10.1016/j.cropro.2007.01...
; Kumar et al., 2013Kumar V, Singh S, Chhokar RS, Malik RK, Brainard DC, Ladha JK. Weed management strategies to reduce herbicide use in zero till rice-wheat cropping systems of the Indo-Gangetic plains. Weed Technol. 2013;27(1):214-54. Available from: https://doi.org/10.1614/WT-D-12-00069.1
https://doi.org/10.1614/WT-D-12-00069.1...
). Early wheat sowing under ZT with anchored residues resulted in a significant reduction in the emergence of P. minor in wheat (Kumar et al., 2013Kumar V, Singh S, Chhokar RS, Malik RK, Brainard DC, Ladha JK. Weed management strategies to reduce herbicide use in zero till rice-wheat cropping systems of the Indo-Gangetic plains. Weed Technol. 2013;27(1):214-54. Available from: https://doi.org/10.1614/WT-D-12-00069.1
https://doi.org/10.1614/WT-D-12-00069.1...
). Besides saving labor and energy, ZT wheat also reduces the seed bank of P. minor and several other broadleaved weeds, viz. Rumex dentatus, Melilotus indica, and Coronopus didymus L. over conventional tillage (CT) (Shekhawat et al., 2021Shekhawat K, Singh VK, Rathore SS, Raj R, Das TK. Achieving sustainability in food systems: addressing changing climate through real time nitrogen and weed management in a conservation agriculture-based maize–wheat system. Sustainability. 2021;13(9):5010. Available from: https://doi.org/10.3390/su13095010
https://doi.org/10.3390/su13095010...
; Kumar et al., 2015Kumar V, Brainard DC, Sharma PC, Jat HS, Malik RK, Sharma DK et al. Conservation agriculture-based practices reduced weed problem in wheat and caused shifts in weed seed bank community in rice-wheat cropping systems. In: Proceeding of 25th Asian-Pacific Weed Science Society Conference; Oct 13-16, 2015; Hyderabad, India.). However, the proliferation of perennial weeds e.g. Richardia scabra L. and Cynodon dactylon (L.) Pers. under conservation agriculture (CA) in Pakistan have been reported by Farooq and Siddique (2015)Farooq M, Siddique KHM. Conservation agriculture: concepts, brief history, and impacts on agricultural systems In: Farooq M, Siddique K, editors. Conservation agriculture. Cham; Springer; 2015. p. 3-17..

In India, under CA systems, in-situ management of paddy stubble has become possible using Turbo Happy Seeder as planter-cum-seeder. It is a tractor-operated machine developed by Punjab Agricultural University and in collaboration with Australian Centre for International Agricultural Research (ACIAR) and facilitates sowing of wheat with a residue load of up to 8 t/ha. A stale seedbed after maize or soybean promotes weed emergence, which can be easily killed with the application of non-selective herbicides, like paraquat, to reduce weed competition in succeeding wheat. This technique helps eliminate weed seed bank from deeper layers which also discourage weed seed germination from deeper layers. Crop residue retention with ZT sowing has been reported to reduce weed infestation in wheat by up to 40% under the rice-wheat system (Chhokar et al., 2009Chhokar RS, Singh S, Sharma RK, Singh M. Influence of straw management on Phalaris minor control. Indian J Weed Sci. 2009;41(3/4):150-6.). But at the same time, many soil-active herbicides get adsorbed by crop residue and become less effective, therefore, post-emergence herbicides or biocontrol agents should be preferred. Under ZT, crop residues minimize the soil surface exposure to sunlight and offer physical hindrance, which inhibits annual weed species to activate a phytochrome-mediated germination process before emergence (Baghel et al., 2020Baghel JK, Das TK, Mukherjee P, Nath CP, Bhattacharyya R, Ghosh S et al. Impacts of conservation agriculture and herbicides on weeds, nematodes, herbicide residue and productivity in direct-seeded rice. Soil Till Res. 2020;201:104634. Available from: https://doi.org/10.1016/j.still.2020.104634
https://doi.org/10.1016/j.still.2020.104...
). However, the rate of suppression depends upon the weed species of concern, crop species, the span of weed infestation during the crop duration, and the amount of biomass being added. On the contrary, under conventional systems, weed seeds’ exposure to sunlight after tillage stimulates their germination and emergence. Stale seedbed, however, can be useful under both conventional and conservation systems. Under CT, a shallow plowing of weeds will further reduce the weed seed bank in the soil. While under CA, the emerged weeds can be killed using a non-selective herbicide. Thus, following stale seedbed as per the crop establishment method would help to reduce the weed seed bank in the soil.

4.7.2. Crop rotation and diversification

The understanding of the biological and ecological characteristics of weeds, the direct (or preventive) and indirect (or curative) weed management methods can be modulated through cultural practices like crop diversification (Sardana et al., 2017Sardana V, Mahajan G, Jabran K, Chauhan BS. Role of competition in managing weeds: an introduction to the special issue. Crop Prot. 2017;95:1-7. Available from: https://doi.org/10.1016/j.cropro.2016.09.011
https://doi.org/10.1016/j.cropro.2016.09...
). They disturb and disrupt weed niches and delay the evolution of herbicide resistance (Liebman, Davis, 2000Liebman M, Davis AS. Integration of soil, crop, and weed management in low-external-input farming system. Weed Res. 2000;40(1):27-47. Available from: https://doi.org/10.1046/j.1365-3180.2000.00164.x
https://doi.org/10.1046/j.1365-3180.2000...
). In the trans-Indo-Gangetic Plains of India, despite confirmed herbicide resistance in P. minor biotypes in the rice-wheat system, only 14% of farmers are practicing diversification and the remaining 86% still follow rice-wheat monoculture (Chhokar et al., 2017Chhokar RS, Sharma RK, Gill SC, Singh R, Singh GP. Management of herbicide resistant weeds for sustainable wheat production. Proceeding of Biennial Conference on “Doubling Farmers’ Income by 2022: the Role of Weed Science; 1-3 March, 2017; Udaipur, India. Jabalpur: Indian Society of Weed Science; 2017.). Crop rotations following winter maize, clover, alfa-alfa, and lucerne, or even sugarcane ratoon have been proven to reduce P. minor infestation in the fields (Singh et al., 1998Singh S, Kirkwood RC, Marshall G. Effect of ABT on the activity and rate of degradation of isoproturon in susceptible and resistant biotypes of Phalaris minor and in Wheat. Pestic Sci. 1998;52(2):123-32. Available from: https://doi.org/10.1002/(SICI)1096-9063(199806)53:23.0.CO;2-J
https://doi.org/10.1002/(SICI)1096-9063(...
). In Pakistan, fallow-barley, mungbean-barley, and cotton-barley crop sequences recorded better weed control under CT and bed-sowing (Naeem et al., 2021Naeem M, Farooq M, Farooq S, Ul-Allah S, Alfarraj S, Hussain M. The impact of different crop sequences on weed infestation and productivity of barley (Hordeum vulgare L.) under different tillage system. Crop Prot. 2021;149:10257-59.). Growing green manure crops as an intercrop has been reported to reduce the density of broad-leaf weeds in rice (Singh et al., 2007Singh, S. Role of management practices on control of isoproturon-resistant littleseed canarygrass (Phalaris minor) in India. Weed Technol. 2007;21(2):339-46. Available from: https://doi.org/10.1614/WT-06-150.1
https://doi.org/10.1614/WT-06-150.1...
).

4.7.3. Mulching: Living cover crop

A more diverse biological and physical environment at the surface of soils, through live mulches and cover crops, minimizes weed infestation. The living mulch offers more advantages than desiccated crop residues. Besides weed suppression, live mulches, especially legumes, provide various ecological benefits like reducing soil erosion, soil fertility enhancement, and altering pest populations (Hartwig, Ammon, 2002Hartwig NL, Ammon HU. Cover crops and living mulches. Weed Sci. 2002;50(6):688-99. Available from: https://doi.org/10.1614/0043-1745(2002)050[0688:AIACCA]2.0.CO;2
https://doi.org/10.1614/0043-1745(2002)0...
).The fast-growing and maturing live mulch as a smoother crop between main crops results in up to 90% of weed biomass reduction (Liebman, Staver, 2001Liebman M, Staver CP. Crop diversification for weed management. In: Liebman M, Mohler CL, Staver CP. Ecological management of agricultural weeds. New York: Cambridge University; 2001. p. 322-74.).Reductions in weed infestations with sunhemp (Crotalaria juncea L.) as a living mulch in avocado (Persea americana Mill.) and weed dry weight by 34 to 51% with hairy vetch (Vicia villosa Roth) has been reported. Likewise, velvetbean (Mucuna pruriens L.) suppressed the radical growth of the local weeds Alegria (Amaranthus hypochondriacus L.) by 66% and barnyardgrass (Echinochloa crusgalli L.) by 27% (Mohammadi, 2010Mohammadi GR. Weed control in corn (Zea mays L.) by hairy vetch (Vicia villosa L.) inter seeded at different rates and times. Weed Biol Manage. 2010;10:25-32.).

The selective suppression of weeds by the smoother crop is highly desirable. Thus, a low-growing live mulch would exclude light for weed seed germination.

The mulch area index and solid volume fraction are important mulch properties that govern the soil microclimate, soil moisture evaporation, and temperature. The residue with a higher C: N ratio does not decompose fast and is thus, is desirable for longer weed control. The crop residues reduce weed seed germination by reducing the minimum temperature required for weed seed germination (Choudhary et al., 2020Choudhary VK, Gurjar DS, Meena RS. Crop residue and weed biomass incorporation with microbial inoculation improve the crop and soil productivity in the rice (Oryza sativa L.) -toria (Brassica rapa L.) cropping system. Environ Sustain Indicat. 2020;7:1-13. Available from: https://doi.org/10.1016/j.indic.2020.100048
https://doi.org/10.1016/j.indic.2020.100...
). However, not all weed management strategies are equally compatible with cover crops. Cover crops should be established before weed emergence, which will reduce the use of herbicides, especially pre-emergence herbicides. Also, the peak growth of mulch should not coincide with the peak growth of the main crop and additional nutrients and other inputs should be supplied to the crop to avoid any competition. But, some studies conducted in Pakistan revealed that soil moisture retention due to residues also stimulates germination (Shahzad et al., 2016Shahzad M, Farooq M, Jabran K, Hussain M. Impact of different crop rotations and tillage systems on weed infestation and productivity of bread wheat. Crop Prot. 2016;89:161-9. Available from: https://doi.org/10.1016/j.cropro.2016.07.019
https://doi.org/10.1016/j.cropro.2016.07...
). A soil or dust mulch created by shallow plowing also makes weeds less competitive to crops.

4.7.4. Brown manure

The productivity and sustainability of most of the CA-based systems in Indo-Gangetic Plains, including northern and eastern India, northeast of Pakistan, and the whole of Bangladesh, can be enhanced with the introduction of brown manure. Brown manuring is practiced under no-till systems as an alternative to green manuring where a non-selective herbicide is used to desiccate the crop along with the weeds at the flowering stage. Residue management, the evolution of herbicide resistance, and declining soil fertility can be improved through sesbania brown manuring (Ali et al., 2012Ali RI, Awan TH, Ahmad M, Saleem MU, Akhtar M. Diversification of rice-based cropping systems to improve soil fertility, sustainable productivity and economics. J Anim Plant Sci. 2012;22(1):108-12.). Sesbania is a fast-growing and high biomass-producing legume crop, which competes with weeds for space. The early elimination of weeds through brown manure and the addition of nutrients after decomposition are the dual benefits of this technology (Shekhawat et al., 2020Shekhawat K, Rathore SS, Chauhan BS. Weed management in dry direct-seeded rice: a review on challenges and opportunities for sustainable rice production. Agronomy. 2020;10(9):1264. Available from: https://doi.org/10.3390/agronomy10091264
https://doi.org/10.3390/agronomy10091264...
). In Pakistan, the density of broad-leaved weeds, narrow-leaved weeds, and sedges have been reported to reduce weeds by 56%, 41%, and 50%, respectively, over sole rice crops under brown manure (Nawaz et al., 2017Nawaz A, Farooq M, Lal R, Rehman A, Hussain T, Nadeem A. Influence of Sesbania brown manuring and rice residue mulch on soil health, weeds and system productivity of conservation rice–wheat systems. Land Degrad Develop. 2017;28(3):1078-90. Available from: https://doi.org/10.1002/ldr.2578
https://doi.org/10.1002/ldr.2578...
).

4.7.5. Nutrient application

The nutrient application must favor crops in place of weeds, thus site-specific nutrient management helps in providing nutrients as per the crop demand and when the crop stage can take maximum advantage of the fertilizer application. Fertilizer application, especially nitrogen (N) fertilizers may be used to favor crop plants against weeds. N application improves crop growth and enhances residue degradation, and thus, can be used as cultural management of weeds. Several reports highlighted the impact of N application on grassy weed management in wheat, and higher N rates increased the competitive ability of cereals (including wheat) to suppress weeds (Rishi et al., 2020Rishi R, Das TK, Kaur R, Shekhawat K, Singh R, Singh VK. Effects of nitrogen and densities on interference and economic threshold of Phalaris minor in wheat. Crop Prot. 2020;135:105215.; Das, Yaduraju, 2007Das TK, Yaduraju NT. Effect of irrigation and nitrogen levels on grassy weed competition in wheat and comparative eco-physiology of Phalaris minor Retz. and Avena sterilis ssp ludoviciana Dur. in wheat. Indian J Weed Sci. 2007;39(3/4):178-84.; Singh et al., 2015Singh M, Singh MK, Singh SP, Sahu R. Herbicide and nitrogen application effects on weeds and yield of wheat. Indian J Weed Sci. 2015;47(2):125-30.). Manipulating N dose, it’s scheduling, and method of application can be a possible management option for weed control. The impact of higher N rates to suppress weeds in wheat has been reported from India (Das, Yaduraju, 2011Das TK, Yaduraju NT. Effects of missing-row sowing supplemented with row spacing and nitrogen on weed competition and growth and yield of wheat. Crop Pasture Sci. 2011;62(1):48-57. Available from: https://doi.org/10.1071/CP10203
https://doi.org/10.1071/CP10203...
). The higher dose of N could benefit wheat crops by enhancing its competitiveness and reducing P. minor interference through reducing tillers and dry weight.

4.7.6. Allelopathy

Many crops and weed species have been observed to have allelopathic properties. Over 240 weed species have been reported to be allelopathic to other plants of the same species or other crop and weed species (Colquhoun, 2006Colquhoun JB. Allelopathy in weeds and crops: myths and facts. Proceeding of the 2006 Wisconsin Fertilizer, Aglime and Pest Management Conference; 2006; Madison, United States. Madison: University of Wisconsin; 2006..). The use of allelopathy to suppress weeds either before the crop season, utilizing the allelopathic effect in the standing crop, or by extracting the allelopathic substance produced from the plant and then applying it to the weeds. The allelopathy from crop residue incorporation of sorghum residue before planting wheat, and rapeseed residue before potato, can suppress weeds (Cheema, Khaliq, 2000Cheema ZA, Khaliq A. Use of sorghum allelopathic properties to control weeds in irrigated wheat in semi-arid region of Ounjab. Agric Ecosyst Environ. 2000;79(2/3):105-12. Available from: https://doi.org/10.1016/S0167-8809(99)00140-1
https://doi.org/10.1016/S0167-8809(99)00...
). In Pakistan, the lowest weed infestation was recorded in a crop sequence containing sorghum due to its strong allelopathic ability to suppress weeds (Jabran, 2017Jabran K. Sorghum allelopathy for weed control. In: Jabran K. Manipulation of allelopathic crops. Cham: Springer; 2017. p. 65-75.). In a similar study, buckwheat was found to alter the growth of Amaranthus retroflexus L. with its root exudation which ultimately suppresses the weed growth (Latif et al., 2017Latif S, Chiapusio G, Weston LA. Allelopathy and the role of allelochemicals in plant defence. Adv Bot Res. 2017;82:19-54. Available from: https://doi.org/10.1016/bs.abr.2016.12.001
https://doi.org/10.1016/bs.abr.2016.12.0...
).

However, the extent of weed control through allelopathy depends upon the concentration of the allelochemicals (Nawaz et al., 2018Nawaz A, Sarfraz M, Sarwar M, Farooq M. Ecological managing of agricultural pests through allelopathy. In: Merillon JM, Ramawat KG editors. Co-Evolution of secondary: metabolites. New York: Springer; 2018. p. 543-74.). Using allelopathy as a weed management approach has been widely studied in crops such as sorghum, tobacco, eucalyptus, rapeseed, sesame, rice, and sunflower (Jabran, 2017Jabran K. Sorghum allelopathy for weed control. In: Jabran K. Manipulation of allelopathic crops. Cham: Springer; 2017. p. 65-75.). Farooq et al. (2017)Farooq M, Nawaz A, Ahmad E. Nadeem F, Hussain M, Siddique KHM. Using sorghum to suppress weeds in dry seeded aerobic and puddled transplanted rice. Field Crop Res. 2017;214:211-8. Available from: https://doi.org/10.1016/j.fcr.2017.09.017
https://doi.org/10.1016/j.fcr.2017.09.01...
in Pakistan recorded a significant reduction in weed seed germination using sorghum water extract. The use of water extracts of brassica, mulberry, and sorghum in maize reduced the density and dry biomass of Cyperus rotundus L. and Trianthema portulacastrum L. than the control (Ihsan et al., 2015Ihsan MZ, Khaliq A, Mahmood A, Naeem M, El-Nakhlawy F, Alghabari F. Field evaluation of allelopathic plant extracts alongside herbicides on weed management indices and weed-crop regression analysis in maize. Weed Biol Mange. 2015;15(2):78-86.). Mahmood et al. (2013)Mahmood A, Cheema ZA, Mushtaq MN, Farooq M. Maize-sorghum intercropping systems for purple nutsedge management. Arch Agron Soil Sci. 2013;59(9):1279-88. Available from: https://doi.org/10.1080/03650340.2012.704547
https://doi.org/10.1080/03650340.2012.70...
also reported a decrease in density and dry biomass of weeds in maize due to foliage application of multiple allelopathic extracts. Naeem et al. (2016)Naeem M, Mahmood A, Ihsan MZ, Daur I, Hussain S, Aslam Z et al. Trianthema portulacastrum and Cyperus rotundus interference in maize and application of allelopathic crops extracts for their effective management. Plant Daninha. 2016;34(2):209-18. Available from: https://doi.org/10.1590/S0100-83582016340200002
https://doi.org/10.1590/S0100-8358201634...
found a reduction in the density of T. portulacastrum and C. rotundus due to the combined application of sunflower and sorghum water extracts in maize. In another study, Khaliq et al. (2010)Khaliq A, Matloob A, Farooq M, Aslam F. Weed occurrence and yield losses in dry direct seeded rice. In: Proceeding of 22nd Conference of Asian Pacific Weed Science Society; Mar 8-12, 2010; Lahore, Pakistan. reported weed suppression in maize due to the use of allelopathic crop mulches.

5. Integrated weed management (IWM)

The use of pesticides in agriculture is increasing rapidly in developing countries, especially in South Asia (Brown et al., 2021Brown B, Karki E, Sharma A, Suri B, Chaudhary A. Herbicides and zero tillage in south Asia: are we creating a gendered problem? Outl Agric. 2021;50(3):1-9. Available from: https://doi.org/10.1177/00307270211013823
https://doi.org/10.1177/0030727021101382...
). India is the 12th largest pesticide manufacturer in the world. It is already producing 90,000 t pesticides/annum. Thus, sole dependence on herbicides alone for weed management is neither sustainable nor ecologically desirable.

Also, no single method is full-proof, adoption of an appropriate IWM strategy not only keeps the weed populations below economic threshold levels but also delays the resistance development in weeds. IWM is the ecologically sound and holistic management principles-based plan to minimize weed populations. It focuses on both prevention and curative tactics to combat tenacious weed problems of agro-ecologies. IWM highlights redesigning, reshaping, and restructuring the natural ecologies in response to weed shifts and weed dynamics in the light of climate change and agronomical alterations. The use of diverse non-chemical, cultural, and preventive tactics of weed management in integration also reduces the selection pressure for the development of herbicide resistance in weeds (Figure 5).

Figure 5
The interrelation of various components for integrated weed management

The judicious combination of all these tactics can potentially combat the weed menace in the long run. A successful and acceptable IWM strategy can be made by choosing effective tactics like staggered sowing, plowing, higher seed rates, and competitive cultivars (Shaw et al., 2012Shaw DR, Culpepper S, Owen M, Price AJ, Wilson R. Herbicide-resistant weeds threaten soil conservation gains: finding a balance for soil and farm sustainability. C Agri Sci Technol. 2012;(49):1-16.; Islam et al., 2018Islam M, Azhiat-Ul Huq M, Sarkar SK, Anwar P. Herbicide based weed management in aromatic rice of Bangladesh. J Bangl Agril Univ. 2018;16(1):31-40.). In Bangladesh effective weed management using hand weeding along with herbicides has been also reported for wheat by Wara et al. (2020)Wara TU, Begum M, Kader MA, Rasul S, Hasan M, Monira S. Effect of herbicides on weed control and performance of wheat. Asian J Crop Soil Plan Nutri. 2020;3(2):102-13.. Despite several challenges in following IWM, viz. slow action, cumbersome, variable response, less predictive, and higher cost, it can offer a long-term sustainable solution to the weed menace. In India, the success of the integration of various weed control methods for P. minor in wheat in India has been reported (Bhullar et al., 2017Bhullar MS, Kaur N, Kaur P, Gill G. Herbicide resistance in weeds and it’s management. Agri Res J. 2017;54(4):436-44. Available from: https://doi.org/10.5958/2395-146X.2017.00085.0
https://doi.org/10.5958/2395-146X.2017.0...
) (Figure 6). The combination of all the tactics can lead to a decline in P. minor populations by up to 90%.

Figure 6
The potential of various cultural management practices in reducing P. minor population in wheat

6. Future research thrust

The challenges of intensive cultivation, possible weed shifts under climate change, and the shrinking genetic base of crop cultivars continue to put pressure on evolving effective and sustainable weed management protocols. Although, there is no practical, economic, and feasible alternative to herbicides in large areas, the development of new herbicide molecules with a unique mode of action remains desirable. Various other emerging technologies can be accessed and the focus should be given to some future thrust areas. While developing newer herbicides, the use of some old herbicides can also be prolonged by utilizing negative cross-resistance where weeds are sensitive to some herbicides within the resistant class. The structured surveys and effective screening and diagnosis of HR weeds in the affected areas would pave the way for the adoption of newer herbicides with possibly different MOA and novel target sites. Some refinement in farm mechanization, including seeding, plowing, and herbicide applicators for the blanket and inter-row mechanical weed management remains necessary. Also, improving farm mechanization and automation in terms of robotics, drones, hyper-spectral imaging, crop models, and decision support systems can be explored for timely weed management under agricultural production systems.

We must rely on novel transformational weed management technologies and innovations (e.g. genetic engineering) and a thorough understanding of weed biology and ecology, weed seed bank, and population dynamics can revolutionize the weed vis-à-vis resistance management strategies and technologies. Gaining acceptance for alterations in agronomic practices by the farmers’ community needs patience and perseverance. To change the existing beliefs, the modules for dissemination of proven technology and site-specific recommendations under capacity-building programs should be initiated.

7. Conclusions

In most agricultural systems, weed competition is the major factor limiting the farm income and profitability in both developed nations and developing nations. Weed management in South Asian countries is far more challenging as either the expenditure on weed control is very high or the losses due to weed management are huge. This review has highlighted the implications of intensive and extensive herbicide use, the issues of emerging herbicide resistance, and the importance of IWM for sustainable weed management in developing South Asian countries. Chemical weed management is simple, reliable, and cost-effective, yet the environmental concerns are huge. Keeping chemical weed management as a sole option and relying on similar herbicides for a long time will lead to evolution in due course.

Resistance is inevitable and weed populations often adapt and evolve in response to new selective pressures. Like crop plants, understanding weed succession and their stabilization in fields is apt. Developing herbicides with a new mechanism of action and a synchronized strategy to manage weeds without letting herbicide resistance evolution among weeds is needed. Also, alternative methods of weed management remain always important. Sound knowledge of both agronomy and weed science, including biology, ecology, physiology, genetics, epigenetics, population dynamics, mechanisms, and dispersal of resistant weeds might address weed menace in long run. Similarly, effective crop rotations, alternate crop establishment methods, fallowing, higher crop competitiveness, and preventive and mechanical weed management, along clean cultivation practices, remain desirable. The advances in deep learning using computing power, robotics, and life sciences integrated with existing methods open multiple paths for sustainable weed management through precise monitoring and management of pests.

  • Funding
    This research received no external funding

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Edited by

Editor in Chief: Carlos Eduardo Schaedler
Associate Editor: Luis Antonio de Avila

Publication Dates

  • Publication in this collection
    16 Mar 2022
  • Date of issue
    2022

History

  • Received
    24 Oct 2021
  • Accepted
    30 Dec 2021
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