| Literature DB >> 33093541 |
Zartash Fatima1, Mukhtar Ahmed2,3, Mubshar Hussain1,4, Ghulam Abbas1, Sami Ul-Allah5, Shakeel Ahmad6, Niaz Ahmed7, Muhammad Arif Ali7, Ghulam Sarwar8, Ehsan Ul Haque9, Pakeeza Iqbal10, Sajjad Hussain11.
Abstract
Growth and development of cereal crops are linked to weather, day length and growing degree-days (GDDs) which make them responsive to the specific environments in specific seasons. Global temperature is rising due to human activities such as burning of fossil fuels and clearance of woodlands for building construction. The rise in temperature disrupts crop growth and development. Disturbance mainly causes a shift in phenological development of crops and affects their economic yield. Scientists and farmers adapt to these phenological shifts, in part, by changing sowing time and cultivar shifts which may increase or decrease crop growth duration. Nonetheless, climate warming is a global phenomenon and cannot be avoided. In this scenario, food security can be ensured by improving cereal production through agronomic management, breeding of climate-adapted genotypes and increasing genetic biodiversity. In this review, climate warming, its impact and consequences are discussed with reference to their influences on phenological shifts. Furthermore, how different cereal crops adapt to climate warming by regulating their phenological development is elaborated. Based on the above mentioned discussion, different management strategies to cope with climate warming are suggested.Entities:
Mesh:
Year: 2020 PMID: 33093541 PMCID: PMC7581754 DOI: 10.1038/s41598-020-74740-3
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Cereals grain production.
World cereal production of top 20 countries during 2012–2016 (metric tonnes).
(Source: FAOSTAT).
| Sr. No | Countries & Years | 2016 | 2015 | 2014 | 2013 | 2012 |
|---|---|---|---|---|---|---|
| 1 | China | 580,898,372 | 572,045,000 | 557,417,296 | 552,691,792 | 539,346,800 |
| 2 | USA | 475,983,881 | 431,865,458 | 442,849,090 | 434,308,450 | 356,210,124 |
| 3 | India | 294,711,871 | 284,333,000 | 296,010,000 | 294,909,510 | 293,290,000 |
| 4 | Russia | 117,749,733 | 102,450,556 | 103,141,153 | 90,369,572 | 68,757,301 |
| 5 | Indonesia | 97,667,060 | 95,010,276 | 89,854,891 | 89,791,565 | 88,443,150 |
| 6 | Brazil | 84,128,482 | 106,029,517 | 101,402,184 | 100,901,726 | 89,908,244 |
| 7 | Argentina | 67,024,441 | 55,650,667 | 55,876,126 | 50,703,913 | 47,449,657 |
| 8 | Ukraine | 65,211,480 | 59,623,480 | 63,378,190 | 62,679,750 | 45,742,860 |
| 9 | Bangladesh | 56,388,892 | 54,904,305 | 55,759,375 | 54,344,578 | 52,798,736 |
| 10 | Canada | 55,251,252 | 53,361,100 | 51,535,801 | 66,405,701 | 51,799,100 |
| 11 | France | 54,654,565 | 72,875,854 | 72,579,315 | 67,537,681 | 68,341,731 |
| 12 | Vietnam | 48,685,089 | 50,393,869 | 50,178,378 | 49,231,389 | 48,712,795 |
| 13 | Germany | 45,364,400 | 48,866,800 | 52,010,400 | 47,757,100 | 45,396,500 |
| 14 | Pakistan | 43,075,694 | 41,081,682 | 41,895,811 | 40,109,711 | 36,496,350 |
| 15 | Mexico | 38,466,082 | 34,704,514 | 36,526,602 | 33,210,301 | 33,614,212 |
| 16 | Turkey | 35,276,615 | 38,632,438 | 32,708,005 | 37,475,610 | 33,370,865 |
| 17 | Australia | 35,230,376 | 37,195,488 | 38,419,610 | 35,587,287 | 43,362,415 |
| 18 | Thailand | 30,420,758 | 32,786,514 | 37,751,337 | 41,962,227 | 43,367,009 |
| 19 | Poland | 29,849,223 | 28,002,726 | 31,945,433 | 28,455,154 | 28,543,870 |
| 20 | Myanmar | 28,109,023 | 28,634,939 | 28,792,954 | 28,626,124 | 28,344,271 |
Nutritional values of cereals per 100 g.
(Source: Price and Welch[9]).
| Nutritional values/Crops | Rice | Maize | Wheat | Barley | Oat | Rye | Sorghum | Millet |
|---|---|---|---|---|---|---|---|---|
| Water (g) | 13.9 | 12.2 | 14 | 10.6 | 8.5 | 15 | 12 | 11 |
| Energy (kJ) | 1518 | 1517 | 1320 | 1535 | 1644 | 1268 | 1422 | 1468 |
| Energy (kcal) | 357 | 357 | 310 | 360 | 388 | 298 | 335 | 346 |
| Carbohydarte (g) | 81.3 | 77.2 | 63.9 | 83.6 | 69.4 | 65.9 | 69.9 | 68.1 |
| Protein (g) | 6.7 | 9.4 | 12.7 | 7.9 | 11.8 | 8.2 | 10.7 | 11.8 |
| Fat (g) | 2.8 | 3.3 | 2.2 | 1.7 | 9 | 2 | 3.3 | 4.8 |
| Dietary fiber (g) | 1.9 | 2.2 | 9 | 5.9 | 7 | 11.7 | 7.5 | 6.9 |
| Phenylalanine | 5.2 | 4.8 | 4.6 | 5.2 | 5.4 | 5 | 5.1 | 5.5 |
| Histidine | 2.5 | 2.9 | 2 | 2.1 | 2.4 | 2.4 | 2.1 | 2 |
| Isoleucine | 4.1 | 3.6 | 3 | 3.6 | 4.2 | 3.7 | 4.1 | 3.8 |
| Leucine | 8.6 | 12.4 | 6.3 | 6.6 | 7.5 | 6.4 | 14.2 | 10.9 |
| Lysine | 4.1 | 2.7 | 2.3 | 3.5 | 4.2 | 3.5 | 2.1 | 2.7 |
| Methionine | 2.4 | 1.9 | 1.2 | 2.2 | 2.3 | 1.6 | 1 | 2.5 |
| Threonine | 1 | 3.9 | 2.4 | 3.2 | 3.3 | 3.1 | 3.3 | 3.7 |
| Tryptophan | 1.4 | 0.5 | 2.4 | 1.5 | – | 0.8 | 1 | 1.3 |
| Valine | 5.8 | 4.9 | 3.6 | 5 | 5.8 | 4.9 | 5.4 | 5.5 |
| Total fat | 2.8 | – | 1.2 | 1.7 | 9.2 | 2 | – | – |
| Saturated fatty acids | 0.74 | – | 0.16 | 0.29 | 1.61 | 0.27 | – | – |
| Cis-monounsaturated fatty acids | 0.66 | – | 0.13 | 0.14 | 3.34 | 0.21 | – | – |
| Polyunsaturated fatty acids: | ||||||||
| Total cis | 0.98 | – | 0.51 | 0.77 | 3.71 | 0.95 | – | – |
| n−6 (as 18:2) | 0.94 | – | 0.48 | 0.7 | 3.52 | 0.82 | – | – |
| n−3 | 0.04 | – | 0.03 | 0.07 | 0.19 | 0.13 | – | – |
Cardinal (Base (Tb), optimum (Topt) and maximum (Tmax)) and extreme temperature thresholds (Ceiling vegetative temperature (TC1) and Ceiling reproductive temperature (TC2)) for cereal crops.
(Source: Ramirez-Villegas et al[66]).
| Crops | Tb(°C) | Topt (°C) | Tmax (°C) | TC1 (°C) | TC2 (°C) |
|---|---|---|---|---|---|
| Barley | 0.0–5.0 | 25.0–31.0 | 50.0 | 30.0 | 40.0 |
| Maize | 8.0 | 30.0 | 38.0 | 33.0 | 44.0 |
| Millet | 10.0 | 34.0 | 40.0 | 30.0 | 40.0 |
| Oat | 0.0–5.0 | 25.0–31.0 | 31.0–37.0 | – | – |
| Rice | 20.0 | 28.0 | 35.0 | 22.0 | 30.0 |
| Rye | 0.0–5.0 | 25.0–31.0 | 31.0– 37.0 | – | – |
| Sorghum | 8.0 | 34.0 | 40.0 | 32.0 | 44.0 |
| Wheat | 0.0 | 13.2 | 35.0 | 34.0 | 40.0 |
Temperatures (Base (Tb), optimum (Topt) and maximum (Tmax)) for different phenological phases and stages in wheat.
(Source: Porter and Gawith[53]).
| Phenological stage/phase | |||
|---|---|---|---|
| Leaf initiation | − 1.0 | 22.0 | 24.0 |
| Shoot growth | > 20.9 | ||
| Root growth | < | > | |
| Sowing | 5.0 | 20.0 | 30.0 |
| Germination/emergence | 0–4.5 | 24.0–28.0 | 35.0 |
| Vernalization | − 5.0 | 0.0–12.0 | > 12.0 |
| Tillering | < 3.0 | 6.0–9.0 | > 9.0 |
| Double ridges | 4.0 | 20.0 | – |
| Spikelet Initiation | 0.0 | 15.0 | 20.0–25.0 |
| Terminal spikelet | 3.0 | 8.0–12.0 | – |
| Shoot elongation | < 12.0 | 15.0–22.0 | > 40.0 |
| Heading | 3.9 | 24.3 | – |
| Anthesis | < 10.0 | 18.0–24.0 | > 32.0 |
| Pollination | > 10.0 | 18.0–24.0 | 32.0 |
| Grain–filling | 12.0 | 20.0 | 35.0 |
| Maturity | < 15.0 | 22.0–25.0 | > 32.0 |
Figure 2A simple presentation of climate warming effects on growth and development of crop plants.
Cereal crops observed phenology trends across regions (E Early, D Delay, S Sowing, T Transplanting, A Anthesis, M Maturity).
| Crop | Country | Period | Phenological stages | Phenological phases | References | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Sowing | Emergence | Anthesis | Maturity | S-A | A-M | S-M | ||||
| Wheat | China | 1983–2004 | 13.2 (E) | 9.8 (E) | 11.0 (E) | 10.8 (E) | 16.1 | 8.2 | 12.3 | [ |
| Pakistan | 1980–2014 | 9.5 (D) | 1.3 (D) | 5.3 (E) | 5.4 (E) | 5.5 | 4.6 | 5.7 | [ | |
| China | 1981–2005 | 7.6 (E) | 6.3 (E) | 2.0 (E) | 4.8 (E) | 3.8 | 4.1 | 5.8 | [ | |
| Spain | 1986–2012 | 3.8 (E) | 2.6 (E) | 5.2 (E) | 2.9 (E) | 4.6 | 5.1 | 7.2 | [ | |
| Australia | 1995–2016 | 3.9 (E) | 2.8 (E) | 7.5 (E) | 5.8 (E) | 6.6 | 7.9 | 10.7 | [ | |
| China | 1981–2009 | 1.2 (D) | 1.3 (D) | 3.7 (D) | 3.1 (E) | 5.0 | 3.1 | 4.3 | [ | |
| Argentina | 1971–2000 | 3.0 (D) | 2.9 (D) | 4.2 (D) | 4.9 (D) | 7.5 | 6.9 | 5.4 | [ | |
| China | 1980–2009 | 4.1 (D) | 3.7 (D) | 6.3 (D) | 8.1 (D) | 6.1 | 2.3 | 3.6 | [ | |
| Romania | 1971–2006 | 3.5 (D) | 2.5 (D) | 2.2 (D) | 3.0 (D) | 2.3 | 3.2 | 4.0 | [ | |
| China | 1981–2010 | 9.0 (D) | 8.5 (D) | 11.0 (D) | 16.2 (D) | 3.7 | 2.5 | 1.3 | [ | |
| China | 1981–2009 | 1.5 (D) | 1.7 (D) | 2.1 (D) | 2.5 (D) | 2.0 | 1.8 | 3.1 | [ | |
| China | 1981–2000 | 3.4 (E) | 2.9 (E) | 3.0 (E) | 3.3 (E) | 0.4 | 0.3 | 1.0 | [ | |
| Germany | 1952–2013 | 2.0 (E) | 1.8 (E) | 4.1 (E) | 5.0 (E) | 1.9 | 0.8 | 2.7 | [ | |
| Rice | Pakistan | 1980–2014 | 7.9 (E) | 6.6 (E) | 5.0 (E) | 5.0 (E) | 1.4 | 4.1 | 6.4 | [ |
| Madagascar | 2008–2010 | 5.4 (E) | 3.2 (E) | 6.2 (E) | 4.8 (E) | 4.1 | 3.2 | 6.2 | [ | |
| China | 1981–2006 | 1.0 (D) | 1.4 (D) | 2.7 (D) | 3.1 (D) | 3.3 | 1.2 | 4.1 | [ | |
| China | 1981–2000 | 5.7 (E) | 5.2 (E) | 6.2 (E) | 3.6 (E) | 0.5 | 2.6 | 3.1 | [ | |
| China | 1992–2013 | 2.2 (D) | 1.9 (D) | 2.8 (D) | 3.4 (D) | 0.8 | 1.7 | 2.4 | [ | |
| China | 1981–2012 | 4.9 (D) | 4.2 (D) | 3.8 (D) | 5.2 (D) | 2.4 | 3.2 | 5.1 | [ | |
| China | 1981–2009 | 3.7 (D) | 3.0 (D) | 2.0 (D) | 4.0 (D) | 2.8 | 1.9 | 2.2 | [ | |
| China | 1981–2009 | 6.5 (D) | 5.8 (D) | 1.5 (D) | 2.4 (D) | 2.9 | 1.6 | 5.2 | [ | |
| Maize | Pakistan | 1980–2014 | 3.0 (D) | 1.9 (D) | 2.8 (D) | 4.4 (D) | 5.5 | 2.2 | 7.8 | [ |
| Pakistan | 1980–2014 | 4.6 (E) | 3.7 (E) | 7.1 (E) | 9.2 (E) | 2.4 | 1.9 | 4.6 | [ | |
| China | 1981–2010 | 5.4 (D) | 4.8 (D) | 5.2 (D) | 7.1 (D) | 1.3 | 0.8 | 2.2 | [ | |
| China | 1990–2012 | 10.0 (D) | 9.4 (D) | 10.5 (D) | 5.6 (D) | 4.1 | 3.9 | 5.7 | [ | |
| China | 1981–2008 | 8.1 (D) | 7.8 (D) | 6.2 (D) | 3.7 (D) | 5.2 | 2.6 | 3.7 | [ | |
| USA | 1981–2005 | 3.9 (E) | 3.2 (E) | 1.7 (E) | 2.9 (E) | 2.9 | 1.8 | 3.0 | [ | |
| Germany | 1961–2000 | 4.5 (E) | 4.1 (E) | 5.6 (E) | 8.8 (E) | 3.1 | 7.2 | 4.9 | [ | |
| China | 1981–2000 | 1.7 (D) | 1.5 (D) | 3.3 (D) | 5.5 (D) | 2.4 | 2.2 | 2.8 | [ | |
| China | 1981–2009 | 5.0 (D) | 3.1 (D) | 4.0 (D) | 6.7 (D) | 1.0 | 2.7 | 3.5 | [ | |
| China | 1992–2013 | 3.5 (D) | 3.2 (D) | 1.8 (D) | 1.5 (D) | 1.9 | 3.3 | 1.5 | [ | |
| China | 1981–2010 | 8.7 (D) | 6.9 (D) | 4.6 (D) | 2.2 (D) | 4.6 | 2.4 | 6.2 | [ | |
| China | 1992–2013 | 1.3 (E) | 1.0 (E) | 4.1 (E) | 2.7 (E) | 1.1 | 2.0 | 3.0 | [ | |
| Oat | Germany | 1959–2009 | 1.1 (E) | 1.8 (E) | 9.7 (E) | 10.7 (E) | 7.9 | 13.9 | 9.4 | [ |
| Germany | 1951–2004 | 1.5 (E) | 1.2 (E) | 4.9 (E) | 6.4 (E) | 3.4 | 1.5 | 4.9 | [ | |
| Barley | Lithuania | 1961–2015 | 1.7 (E) | 2.8 (E) | 1.1 (E) | 0.4 (E) | 1.0 | 1.6 | 2.2 | [ |
| Spain | 1986–2008 | 2.8 (D) | 1.9 (D) | 2.7 (D) | 3.5 (D) | 1.6 | 2.1 | 3.7 | [ | |
| Rye | Poland | 1957–2012 | 2.2 (D) | 1.9 (D) | 4.0 (D) | 3.6 (D) | 1.8 | 1.4 | 3.2 | [ |
| Germany | 1960–2013 | 1.0 (E) | 1.2 (E) | 1.8 (E) | 1.6 (E) | 2.9 | 3.1 | 4.5 | [ | |
Figure 3Trend of phenological stages of wheat at three variable climatic sites of rainfed Pothwar.
Figure 4Spatial and temporal variability of spring maize, fall maize, rice and wheat crops phenological phases as effected by climate warming in Punjab, Pakistan. S Sowing, E Emergence, A Anthesis, M Maturity, T Transplanting, PI Panicle Initiation. Alphabets with green and red colors represent previous and prevailing trends.
[Modified and adapted from Abbas et al.[109] and Ahmad et al.[88]].
Figure 5Effect of climate warming on productivity of primary cereal crops: wheat, rice and maize across various countries/continents.
[Modified and adapted from Ishfaq et al.[192]].
Observed changes in trend of phenology of agronomic crops in different countries.
| Crop | Continent | Adaptation strategies | References |
|---|---|---|---|
| Wheat | Asia, Spain, Australia, South America, Europe | Early Sowing, Sowing/planting dates adjustment | [ |
| Asia | Cultivars requiring higher GDDs; Improved cultivars; Use of heat tolerant cultivars; | [ | |
| Asia, South America | Optimum plant population | [ | |
| Rice | Asia | Sowing date | [ |
| Asia | Varieties requiring higher GDDs | [ | |
| Asia | Direct planting | [ | |
| Asia | Early maturing, Climate ready rice | [ | |
| Asia | System of rice intensification with alternate wetting and drying | [ | |
| Asia | Improved variety and management | [ | |
| Maize | South Asia | Sowing date | [ |
| Asia, America | Early maturing cultivars; Varieties requiring higher GDDs | [ | |
| Asia | Raised bed planting | [ | |
| Asia | Precision nutrient management | [ | |
| Oat | Europe | Varieties with larger thermal time | [ |
| Rye | Poland, Europe | Late maturing cultivars, Plant density | [ |
| Millet | South Asia | Planting time; Plant spacing | [ |