Elaeis guineensis

(Redirected from African oil palm)

Elaeis guineensis is a species of palm commonly just called oil palm but also sometimes African oil palm or macaw-fat.[3] The first Western person to describe it and bring back seeds was the French naturalist Michel Adanson.[4]

African oil palm
African oil palm (Elaeis guineensis)
Scientific classification Edit this classification
Kingdom: Plantae
Clade: Tracheophytes
Clade: Angiosperms
Clade: Monocots
Clade: Commelinids
Order: Arecales
Family: Arecaceae
Genus: Elaeis
Species:
E. guineensis
Binomial name
Elaeis guineensis
Synonyms[2]

It is native to west and southwest Africa, specifically the area between Angola and The Gambia; the species name, guineensis, refers to the name for the area called Guinea, and not the modern country Guinea now bearing that name. The species is also now naturalised in Madagascar, Sri Lanka, Malaysia, Indonesia, Central America, Cambodia, the West Indies, and several islands in the Indian and Pacific Oceans. The closely related American oil palm E. oleifera and a more distantly related palm, Attalea maripa, are also used to produce palm oil.

E. guineensis was domesticated in West Africa along the south-facing Atlantic coast. There is insufficient documentation and as of 2019[5] insufficient research to make any guesses as to when this occurred.[6] Human use of oil palms may date as far back as 5,000 years in Egypt; in the late 1800s, archaeologists discovered palm oil in a tomb at Abydos, Egypt dating back to 3000 BCE.[7]

It is the principal source of palm oil. Oil palms can produce much more oil per unit of land area than most other oil-producing plants (about nine times more than soy and 4.5 times more than rapeseed).[8]

Description

edit

E. guineensis is monocotyledonous.[9] Mature palms are single-stemmed and grow to 20 meters (66 ft) tall. The leaves are pinnate and reach 3–5 m (10–16+12 ft) long. A young palm produces about 30 leaves a year. Established palms over 10 years produce about 20 leaves a year. The flowers are produced in dense clusters; each individual flower is small, with three sepals and three petals.

The palm fruit takes 5–6 months to develop from pollination to maturity. It is reddish, about the size of a large plum, and grows in large bunches. Each fruit is made up of an oily, fleshy outer layer (the pericarp), with a single seed (the palm kernel), also rich in oil. When ripe, each bunch of fruit weighs between 5 and 30 kg (11 and 66 lb) depending on the age of the palm tree.

Planting

edit
 
Fruit
 
Oil palm fruit is one of the most widely produced primary crops in the world.

For each hectare of oil palm, which is harvested year-round, the annual production averages 20 tonnes [citation needed] of fruit yielding 4,000 kg of palm oil and 750 kg [citation needed] of seed kernels yielding 500 kg of high-quality palm kernel oil, as well as 600 kg of kernel meal. Kernel meal is processed for use as livestock feed.[10]

All modern, commercial planting material consists of tenera palms or DxP hybrids, which are obtained by crossing thickshelled dura with shell-less pisifera. Although common commercial germinated seed is as thick-shelled as the dura mother palm, the resulting palm will produce thin-shelled tenera fruit. An alternative to germinated seed, once constraints to mass production are overcome, are tissue-cultured or "clonal" palms, which provide true copies of high-yielding DxP palms.[citation needed]

Genetics

edit

Genome

edit

Size: 1,800 megabase. First sequence available in 2013.[9]

Chromosomes

edit

Diploid, with a diploid number of 2n = 32.[9]

Diversity

edit

The Asian effective population size is very limited. The cultivars comprising cultivation in Asia descend from only four trees, which are themselves probably the result of a selfing of one parent.[11]

Breeding

edit

Unlike other relatives, oil palms do not produce offshoots; propagation is by sowing the seeds.

Several varieties and forms of E. guineensis have been selected that have different characteristics. These include:[12]

  • Elais guineensis fo. dura
  • Elais guineensis var. pisifera
  • Elais guineensis fo. tenera

Before the Second World War, selection work had started in the Deli dura population in Malaya. Pollen was imported from Africa, and DxT and DxP crosses were made. Segregation of fruit forms in crosses made in the 1950s was often incorrect. In the absence of a good marker gene, there was no way of knowing whether control of pollination was adequate.

After the work of Beirnaert and Vanderweyen (1941), it became feasible to monitor the efficacy of controlled pollination. From 1963 until the introduction of the palm-pollinating weevil Elaeidobius kamerunicus in 1982, contamination in Malaysia's commercial plantings was generally low. Thrips, the main pollinating agent at that time, apparently rarely gained access to bagged female inflorescences. However, E. kamerunicus is much more persistent, and after it was introduced, Deli dura contamination[clarification needed] became a significant problem.[citation needed] This problem apparently persisted for much of the 1980s, but in a 1991 comparison of seed sources, contamination had been reduced to below 2%, indicating control had been restored.[citation needed]

A 1992 study at a trial plot in Banting, Selangor, revealed the "yield of Deli dura oil palms after four generations of selection was 60% greater than that of the unselected base population. Crossing the dura and pisifera to give the thin-shelled tenera fruit type improved partitioning of dry matter within the fruit, giving a 30% increase in oil yield at the expense of shell, without changing total dry matter production."[13]

Cros et al., 2014 find genomic selection is very effective in this crop.[14]

Agronomic genes

edit

In 2013, the gene responsible for controlling shell thickness was discovered, making it possible to verify tenera (DxP) status while palms are still in the nursery.[15]

The DEFICIENS gene regulates floral architecture. One of its epialleles, Bad Karma, reduces yield.[16]

Pollination

edit

E. guineensis is almost entirely pollinated by insects and not by wind.[CT 1] Elaeidobius kamerunicus is the most specially adapted pollination partner in Africa.[17][CT 1] It has been deliberately introduced[17] into southeast Asia in 1981 and the results have been dramatic[CT 1] – Cik Mohd Rizuan et al., 2013 find good results in Felda Sahabat [my] in Sabah.[17] Contrary to earlier speculation, the introduced population was not too inbred, and inbreeding depression was not the cause of some incidences of lessened fruit set in SEA. Other causes have been proposed.[CT 1] E. kamerunicus and the pollination it provides can be negatively affected by nematodes.[CT 1]

Pests

edit

Disease

edit

Worldwide the two most impactful diseases are Ganoderma orbiforme (syn. Ganoderma boninense, basal stem rot, BSR, reviewed by Chong et al., 2017[18]) and Phytophthora palmivora (bud rot, reviewed by Torres et al. 2016[19]).[20] The earliest stages of data gathering and investigation have been performed for disease resistance breeding however propagation material is not available and full breeding programs are not ongoing as of 2015.[CT 2]

Ganoderma boninense/orbiforme, Basal Stem Rot (BSR)

edit

Basal stem rot[21] is the most serious disease of oil palm in Malaysia and Indonesia. Previously, research on basal stem rot was hampered by the failure to artificially infect oil palms with the fungus. Although Ganoderma had been associated with BSR, proof of its pathogenicity to satisfy Koch's postulate was only achieved in the early 1990s by inoculating oil palm seedling roots or by using rubber wood blocks. A reliable and quick technique was developed for testing the pathogenicity of the fungus by inoculating oil palm germinated seeds.[22]

This fatal disease can lead to losses as much as 80% after repeated planting cycles. Ganoderma produces enzymes that degrade the infected xylem, thus causing serious problems to the distribution of water and other nutrients to the top of the palm.[23] Ganoderma infection is well defined by its lesion in the stem. The cross-section of infected palm stem shows that the lesion appears as a light brown area of rotting tissue with a distinctive, irregularly shaped, darker band at the borders of this area.[24] The infected tissue become as an ashen-grey powdery and if the palm remains standing, the infected trunk rapidly becomes hollow.[25]

In a 2007 study in Portugal, scientists suggested control of the fungus on oil palms would benefit from further consideration of the process as one of white rot. Ganoderma is an extraordinary organism capable exclusively of degrading lignin to carbon dioxide and water; celluloses are then available as nutrients for the fungus. It is necessary to consider this mode of attack as a white rot involving lignin biodegradation, for integrated control. The existing literature does not report this area and appears to be concerned particularly with the mode of spread and molecular biology of Ganoderma. The white rot perception opens up new fields in breeding/selecting for resistant cultivars of oil palms with high lignin content, ensuring the conditions for lignin decomposition are reduced, and simply sealing damaged oil palms to stop decay. The spread likely is by spores rather than roots. The knowledge gained can be employed in the rapid degradation of oil palm waste on the plantation floor by inoculating suitable fungi, and/or treating the waste more appropriately (e.g. chipping and spreading over the floor rather than windrowing).[26]

Markom et al., 2009 developed and successfully used an electronic nose system for detection.[27]

Phytophthora palmivora

edit

Phytophthora palmivora[19] has caused a loss of 5,000 hectares (12,355 acres) of E. guineensis near San Lorenzo in Ecuador. The protozoa cause bud rot (Spanish: pudrición del cogollo). In reaction, growers there replanted using a hybrid of E. guineensis and E. oleifera, the South American oil palm.[28]

Endophytic bacteria

edit

Endophytic bacteria are organisms inhabiting plant organs that at some time in their life cycles can colonize the internal plant tissues without causing apparent harm to the host.[29] Introducing endophytic bacteria to the roots to control plant disease is to manipulate the indigenous bacterial communities of the roots in a manner, which leads to enhanced suppression of soil-borne pathogens. The use of endophytic bacteria should thus be preferred to other biological control agents, as they are internal colonizers, with better ability to compete within the vascular systems, limiting Ganoderma for both nutrients and space during its proliferation. Two bacterial isolates, Burkholderia cepacia (B3) and Pseudomonas aeruginosa (P3) were selected for evaluation in the glasshouse for their efficacy in enhancing growth and subsequent suppression of the spread of BSR in oil palm seedlings.[30]

Little leaf syndrome

edit

Little leaf syndrome has not been fully explained, but has often been confused with boron deficiency. The growing point is damaged, sometimes by Oryctes beetles. Small, distorted leaves resembling those due to a boron deficiency emerge. This is often followed by secondary pathogenic infections in the spear that can lead to spear rot and palm death.[31]

Cadang-cadang

edit

Cadang-cadang disease is a viral disease that also infects coconuts.[32]

Bursaphelenchus cocophilus/Red Ring Disease (RRD)

edit

Red ring disease is caused by Bursaphelenchus cocophilus,[33] see §Nematode pests below.

Insects as vectors

edit

Besides direct damage to plant material, insects are also vectors of oil palm diseases.[CT 3]

Arthropod pests

edit

Metisa plana

edit

M. plana is a Lepidopteran moth and a major pest of oil palms in Malaysia.[34] M. plana outbreaks in Malaysia are highly correlated with relative humidity.[35] Relative humidity estimates based on satellite remote sensing data were fed into both regression models and neural networks.[35] The predictions of both were found to be closely correlated with actual M. plana appearance on plantations, with the NN producing the best results.[35]

Raoiella indica

edit

As of 2012 R. indica was invading the Yucatan[W 1] placing 11 states of Mexico under phytosanitary vigilance.[W 2]

Rhynchophorus ferrugineus

edit

R. ferrugineus has placed 13 states of Mexico under phytosanitary vigilance.[W 2]

Other arthropods

edit

Other arthropods include: Bagworm moths (the Psychidae family), the coconut rhinoceros beetle (Oryctes rhinoceros),[36] Rhynchophorus palmarum (the South American palm weevil), Tirathaba mundella (the oil palm bunch moth), and Tirathaba rufivena (the coconut spike moth).

Vertebrate pests

edit

Mammal pests

edit

Besides direct damage to plant material, rats also predate on Elaeidobius kamerunicus, the African palm pollinating weevil.[CT 4]

Chimpanzees (Pan troglodytes) are known to use stones to crack open the nuts of E. guineensis, a rare example of tool use by animals.[37]

Avian pests

edit

Grey parrots (Psittacus erithacus) are known to prefer oil palm fruit in the wild.[38] One of their chief predators, the palm-nut vulture (Gypohierax angolensis),[39] also heavily depends on oil palm fruit for its diet, making up over 60% of the adult bird's diet and over 90% of the juvenile bird's diet (along with Raffia palm).[40]

Nematode pests

edit

Bursaphelenchus cocophilus is a nematode pest which is better known for infecting coconut palms.[41][33] (It also afflicts a few other of the Arecaceae.)[33] It causes "red ring disease", so named because it produces a red colored layer within the trunk of the tree, which looks like a red ring in a cross section cut.[41] B. cocophilus is obligately transmitted as the third juvenile stage by vectors, specifically several species of weevil.[33] Unlike congener B. xylophilus there are not thought to be any non plant hosts to serve as reservoir hosts for infection of E. guineensis.[33] Besides direct infestation of the palm, other nematodes infest the pollinating weevil Elaeidobius kamerunicus, reducing pollination and yield.[CT 1]

Detection

edit

Because each tree is relatively big and has an individual value, information about its pest and disease status is valuable. Although visual inspection is the oldest method, others are under development or occasional use.[42]

Basal stem rot

edit

Volatiles and microfocus X-ray fluorescence are two methods can be used to non-invasively detect pre-emergence Ganoderma orbiforme disease as a lab test. Sonic tomography is already in use with good results, at 96% accuracy. On the other hand satellite imagery and computer vision has low classification accuracy as to severity.[42]

History

edit

Oil palms were introduced to Java by the Dutch in 1848,[43] and to Malaysia (then the British colony of Malaya) in 1910 by Scotsman William Sime and English banker Henry Darby. The species of palm tree Elaeis guineensis was taken to Malaysia from Eastern Nigeria in 1961. As noted it originally grew in West Africa. The southern coast of Nigeria was originally called the Palm oil coast by the first Europeans who arrived there and traded in the commodity. This area was later renamed the Bight of Biafra.

In traditional African medicine different parts of the plant are used as laxative and diuretic, as a poison antidote, as a cure for gonorrhea, menorrhagia, and bronchitis, to treat headaches and rheumatism, to promote healing of fresh wounds and treat skin infections.[44]

In Yoruba religion, it is associated with its creation myth as the first tree that Ọbatala finds descending to earth; it is also believed as Ọrunmila's axis mundi connecting heaven and earth. Thus, oil palm fronds often mark areas of sacred religious important or incorporated in traditional orisha garment; its kernels are also prepared to use as a tool of receiving Ọrunmila's words to the babalawo.[45]

In Cambodia, this palm was introduced as a decorative plant in public gardens, its Khmer name is dôô:ng préing (doong=palm, preing=oil).[46]

Malaysia

edit

In Malaysia, the first plantations were mostly established and operated by British plantation owners, such as Sime Darby and Boustead, and remained listed in London until the Malaysian government engineered their "Malaysianisation" throughout the 1960s and 1970s.[47]

Federal Land Development Authority (Felda) is the world's biggest oil palm planter, with planted area close to 900,000 hectares in Malaysia and Indonesia. Felda was formed on July 1, 1956, when the Land Development Act came into force with the main aim of eradicating poverty. Settlers were each allocated 10 acres of land (about 4 hectares) planted either with oil palm or rubber, and given 20 years to pay off the debt for the land.[48]

After Malaysia achieved independence in 1957, the government focused on value-added of rubber planting, boosting exports, and alleviating poverty through land schemes. In the 1960s and 1970s, the government encouraged planting of other crops, to cushion the economy when world prices of tin and rubber plunged. Rubber estates gave way to oil palm plantations. In 1961, Felda's first oil palm settlement opened, with 3.75 km2 of land. As of 2000, 6855.2 km2 (approximately 76%) of the land under Felda's programmes were devoted to oil palms.[49] By 2008, Felda's resettlement broadened to 112,635 families, who work on 8533.13 km2 of agriculture land throughout Malaysia. Oil palm planting took up 84% of Felda's plantation landbank.[50]

Felda's success led to the establishment of other development schemes to support the establishment of small-farmer oil palm cultivation. The Federal Land Consolidation and Rehabilitation Authority (FELCRA) was established in 1966[51] and the Sarawak Land Consolidation and Rehabilitation Authority (SALCRA) was formed in 1976.[52] The primary objective of these organizations is to assist in the development of rural communities and reduce poverty through the cultivation of high yielding crops such as palm oil.[51][52]

As of November 2011, SALCRA had developed 18 estates totalling approximately 51,000 hectares. That year the organization shared dividends with 16,374 landowners participating in the program.[53]

Palm oil production

edit
 
Fruit of the oil palm
 
Production Of oil palm fruit worldwide, by country in 2021

Oil is extracted from both the pulp of the fruit (palm oil, an edible oil) and the kernel (palm kernel oil, used in foods and for soap manufacture). For every 100 kg of fruit bunches, typically 22 kg of palm oil and 1.6 kg of palm kernel oil can be extracted.

The high oil yield of oil palms (as high as 7,250 liters per hectare per year) has made it a common cooking ingredient in Southeast Asia and the tropical belt of Africa. Its increasing use in the commercial food industry in other parts of the world is buoyed by its cheaper pricing,[54] the high oxidative stability of the refined product,[55][56] and high levels of natural antioxidants.[57]

The oil palm originated in West Africa, but has since been planted successfully in tropical regions within 20 degrees of the equator. In the Republic of the Congo, or Congo Brazzaville, precisely in the Northern part, not far from Ouesso, local people produce this oil by hand. They harvest the fruit, boil it to let the water evaporate, then press what is left to collect the reddish-orange-colored oil.

In 1995, Malaysia was the world's largest producer, with a 51% of world share, but since 2007, Indonesia has been the world's largest producer, supplying approximately 50% of world palm oil volume.

Worldwide palm oil production for season 2011/2012 was 50.3 million metric tons (55.4 million short tons), increasing to 52.3 million metric tons (57.7 million short tons) for 2012/13.[58] In 2010/2011, total production of palm kernels was 12.6 million metric tons (13.9 million short tons).[59] In 2019 total production was 75.7 million metric tons (83.4 million short tons) [60] E. guineensis is among the few tropical tree crops (along with bananas and citrus) with high productivity in actual growing conditions, i.e. outside of test plots.[11]

The Urhobo people of Nigeria use the extract to make amiedi soup.

Social and environmental impacts

edit

The social and environmental impact of oil palm cultivation is a highly controversial topic.[61][62] Oil palm is a valuable economic crop and provides a major source of employment. It allows many small landholders to participate in the cash economy and often results in the upgrade of the infrastructure (schools, roads, telecommunications) within that area.[citation needed] According to the IBGE oil palm is a common crop in agroforestry practices in the Amazon.[63][64] However, there are cases where native customary lands have been appropriated by oil palm plantations without any form of consultation or compensation,[65] leading to social conflict between the plantations and local residents.[66] In some cases, oil palm plantations are dependent on imported labour or illegal immigrants, with some concerns about the employment conditions and social impacts of these practices.[67]

Biodiversity loss (including the potential extinction of charismatic species) is one of the most serious negative effects of oil palm cultivation. On the other hand, it also helps to push invasive species further, e.g. Anoplolepis gracilipes in southeast Asia.[68] Large areas of already threatened tropical rainforest are often cleared to make way for palm oil plantations, especially in Southeast Asia, where enforcement of forest protection laws is lacking. In some states where oil palm is established, lax enforcement of environmental legislation leads to encroachment of plantations into protected areas,[69] encroachment into riparian strips,[70] open burning of plantation wastes,[citation needed] and release of palm mill pollutants such as palm oil mill effluent (POME) in the environment.[70] Some of these states have recognised the need for increased environmental protection, resulting in more environment-friendly practices.[71][72] Among those approaches is anaerobic treatment of POME, which can be a good source for biogas (methane) production and electricity generation. Anaerobic treatment of POME has been practiced in Malaysia and Indonesia. Like most wastewater sludge, anaerobic treatment of POME results in dominance of Methanosaeta concilii. It plays an important role in methane production from acetate, and the optimum condition for its growth should be considered to harvest biogas as renewable fuel.[73]

Demand for palm oil has increased in recent years due to its use as a biofuel,[74] but recognition that this increases the environmental impact of cultivation, as well as causing a food vs fuel issue, has forced some developed nations to reconsider their policies on biofuel to improve standards and ensure sustainability.[75] However, critics point out that even companies signed up to the Roundtable on Sustainable Palm Oil continue to engage in environmentally damaging practices[76] and that using palm oil as biofuel is perverse because it encourages the conversion of natural habitats such as forests and peatlands, releasing large quantities of greenhouse gases.[77]

Carbon balance

edit

Oil palm production has been documented as a cause of substantial and often irreversible damage to the natural environment.[78] Its impacts include deforestation, habitat loss of critically endangered species,[79][80][81] and a significant increase in greenhouse gas emissions.[82]

The pollution is exacerbated because many rainforests in Indonesia and Malaysia lie atop peat bogs that store great quantities of carbon, which are released when the forests are cut down and the bogs are drained to make way for the plantations.

Environmental groups, such as Greenpeace, claim the deforestation caused by making way for oil palm plantations is far more damaging for the climate than the benefits gained by switching to biofuel.[83] Fresh land clearances, especially in Borneo, are contentious for their environmental impact.[84][85] Despite thousands of square kilometres of land standing unplanted in Indonesia, tropical hardwood forests are being cleared for palm oil plantations. Furthermore, as the remaining unprotected lowland forest dwindles, developers are looking to plant peat swamp land, using drainage that begins an oxidation process of the peat which can release 5,000 to 10,000 years worth of stored carbon. Drained peat is also at very high risk of forest fire. There is a clear record of fire being used to clear vegetation for oil palm development in Indonesia, where in recent years drought and man-made clearances have led to massive uncontrolled forest fires, covering parts of Southeast Asia in haze and leading to an international crisis with Malaysia. These fires have been blamed on a government with little ability to enforce its own laws, while impoverished small farmers and large plantation owners illegally burn and clear forests and peat lands to develop the land rather than reap the environmental benefits it could offer.[86][87]

Many of the major companies in the vegetable oil economy participate in the Roundtable on Sustainable Palm Oil, which is trying to address this problem. For example, in 2008, Unilever, a member of the group, committed to use only oil palm oil which is certified as sustainable, by ensuring the large companies and smallholders that supply it convert to sustainable production by 2015.[88]

Meanwhile, much of the recent investment in new palm plantations for biofuel has been funded through carbon credit projects through the Clean Development Mechanism; however, the reputational risk associated with the unsustainable palm plantations in Indonesia has now made many funds wary of such investment.[89]

Palm biomass as fuel

edit

Some scientists and companies are going beyond using just the oil, and are proposing to convert fronds, empty fruit bunches and palm kernel shells harvested from oil palm plantations into renewable electricity,[90] cellulosic ethanol,[91] biogas,[92] biohydrogen[93] and bioplastic.[94] Thus, by using both the biomass from the plantation as well as the processing residues from palm oil production (fibers, kernel shells, palm oil mill effluent), bioenergy from palm plantations can have an effect on reducing greenhouse gas emissions. Examples of these production techniques have been registered as projects under the Kyoto Protocol's Clean Development Mechanism.

By using palm biomass to generate renewable energy, fuels and biodegradable products, both the energy balance and the greenhouse gas emissions balance for palm biodiesel is improved. For every tonne of palm oil produced from fresh fruit bunches, a farmer harvests around 6 tonnes of waste palm fronds, 1 tonne of palm trunks, 5 tonnes of empty fruit bunches, 1 tonne of press fiber (from the mesocarp of the fruit), half a tonne of palm kernel endocarp, 250 kg of palm kernel press cake, and 100 tonnes of palm oil mill effluent.[citation needed] Some oil palm plantations incinerate biomass to generate power for palm oil mills. Some other oil palm plantations yield large amount of biomass that can be recycled into medium density fibreboards and light furniture.[95] In efforts to reduce greenhouse gas emissions, scientists treat palm oil mill effluent to extract biogas. After purification, biogas can substitute for natural gas for use at factories. Anaerobic treatment of palm oil mill effluent, practiced in Malaysia and Indonesia, results in domination of Methanosaeta concilii. It plays an important role in methane production from acetate and the optimum condition for its growth should be considered to harvest biogas as renewable fuel.[73]

Unfortunately, the production of palm oil has detrimental effects on the environment and is not considered to be a sustainable biofuel. The deforestation occurring throughout Malaysia and Indonesia as a result of the growing demand for this plant has made scarce natural habitats for orangutans and other rainforest dwellers. More carbon is released during the life cycle of a palm oil plant to its use as a biofuel than is emitted by the same volume of fossil fuels.[96]

See also

edit

References

edit
  1. ^ Cosiaux, A.; Gardiner, L.M.; Couvreur, T.L.P. (2016). "Elaeis guineensis". IUCN Red List of Threatened Species. 2016. IUCN: e.T13416970A13416973. doi:10.2305/IUCN.UK.2016-3.RLTS.T13416970A13416973.en. Retrieved 1 September 2021.
  2. ^ "Elaeis guineensis Select. Stirp. Amer. Hist.: 280 (1763)". World Flora Online. World Flora Consortium. 2022. Retrieved 2 December 2022.
  3. ^ "Elaeis guineensis". Germplasm Resources Information Network. Agricultural Research Service, United States Department of Agriculture. Retrieved 12 December 2017.
  4. ^ Jean-Marie Pelt, « Michel Adanson, le baobab et les coquillages », dans La Cannelle et le panda : les grands naturalistes explorateurs autour du Monde, Fayard, 1999 ISBN 978-2213-60466-4.
  5. ^ Okolo, C. C.; Okolo, E. F.; Nnadi, A. L.; Obikwelu, F. E.; Obalum, S. E.; Igwe, C. A. (2019). "The oil palm (Elaeis guineensis Jacq): nature's ecological endowment to eastern Nigeria". Agro-Science Journal of Tropical Agriculture, Food, Environment and Extension. 18 (3). African Journals OnLine (AJOL): 48–57. doi:10.4314/as.v18i3.9. ISSN 1119-7455. S2CID 207988695.
  6. ^ Purugganan, Michael D.; Fuller, Dorian Q. (2009). "The nature of selection during plant domestication". Nature. 457 (7231). Nature Research: 843–848. Bibcode:2009Natur.457..843P. doi:10.1038/nature07895. ISSN 0028-0836. PMID 19212403. S2CID 205216444.
  7. ^ Kiple, Kenneth F.; Conee Ornelas, Kriemhild, eds. (2000). The Cambridge World History of Food. Cambridge University Press (CUP). p. II.E.3. ISBN 978-0521402163. Archived from the original on 20 October 2012. Retrieved 30 August 2012.
  8. ^ Michael Le Page (May 5, 2018). "The real palm oil problem: it's not just in your food". New Scientist. See especially this graph.
  9. ^ a b c Neale, David B.; Martínez-García, Pedro J.; De La Torre, Amanda R.; Montanari, Sara; Wei, Xiao-Xin (2017-04-28). "Novel Insights into Tree Biology and Genome Evolution as Revealed Through Genomics". Annual Review of Plant Biology. 68 (1). Annual Reviews: 457–483. doi:10.1146/annurev-arplant-042916-041049. ISSN 1543-5008. PMID 28226237.
  10. ^ "About the Malaysian Palm Oil Industry". Malaysian Palm Oil Board.
  11. ^ a b Drenth, André; Guest, David I. (2016-08-04). "Fungal and Oomycete Diseases of Tropical Tree Fruit Crops". Annual Review of Phytopathology. 54 (1). Annual Reviews: 373–395. doi:10.1146/annurev-phyto-080615-095944. ISSN 0066-4286. PMID 27491435.
  12. ^ "Tropicos".
  13. ^ Corley, R. H. V.; Lee, C. H. (April 1992). "The physiological basis for genetic improvement of oil palm in Malaysia". Euphytica. 60 (3): 179–84. doi:10.1007/BF00039396. S2CID 35665288.
  14. ^
    Nyouma, Achille; Bell, Joseph Martin; Jacob, Florence; Cros, David (2019). "From mass selection to genomic selection: one century of breeding for quantitative yield components of oil palm (Elaeis guineensis Jacq.)". Tree Genetics & Genomes. 15 (5). Springer Science and Business Media LLC. doi:10.1007/s11295-019-1373-2. ISSN 1614-2942. S2CID 199577081.
    Savadi, Siddanna; Muralidhara, Bommanahalli M.; Preethi, Palpandian (2020). "Advances in genomics of cashew tree: molecular tools and strategies for accelerated breeding". Tree Genetics & Genomes. 16 (5). Springer Science and Business Media LLC. doi:10.1007/s11295-020-01453-z. ISSN 1614-2942. S2CID 220980947.
    These reviews cite this research.
    Cros, David; Denis, Marie; Sanchez, Leopoldo; Cochard, Benoit; Flori, Albert; Durand-Gasselin, Tristan; Nouy, Bruno; Omore, Alphonse; Pomies, Virginie; Riou, Virginie; Suryana, Edyana; Bouvet, Jean-Marc (2014). "Genomic selection prediction accuracy in a perennial crop: case study of oil palm (Elaeis guineensis Jacq.)". Theoretical and Applied Genetics. 128 (3). Springer Science and Business Media LLC: 397–410. doi:10.1007/s00122-014-2439-z. ISSN 0040-5752. PMID 25488416. S2CID 17161339.
  15. ^ Singh, R.; Sambanthamurthi, R.; Martienssen, R.; et al. (August 2013). "The oil palm SHELL gene controls oil yield and encodes a homologue of SEEDSTICK". Nature. 500 (7462): 340–344. Bibcode:2013Natur.500..340S. doi:10.1038/nature12356. PMC 4209285. PMID 23883930.
  16. ^ Stange, Madlen; Barrett, Rowan D. H.; Hendry, Andrew P. (February 2021). "The importance of genomic variation for biodiversity, ecosystems and people". Nature Reviews Genetics. 22 (2). Nature Portfolio: 89–105. doi:10.1038/s41576-020-00288-7. ISSN 1471-0056. PMID 33067582. S2CID 223559538.
  17. ^ a b c Rader, R.; Cunningham, S.A.; Howlett, B.G.; Inouye, D.W. (2020-01-07). "Non-Bee Insects as Visitors and Pollinators of Crops: Biology, Ecology, and Management". Annual Review of Entomology. 65 (1). Annual Reviews: 391–407. doi:10.1146/annurev-ento-011019-025055. ISSN 0066-4170. PMID 31610136. S2CID 204702146.
  18. ^ Chong, Khim; Dayou, Jedol; Alexander, Arnnyitte (2017). Detection and control of Ganoderma boninense in oil palm crop. SpringerBriefs in Agriculture. Cham, Switzerland: Springer. pp. VIII+50. eISSN 2211-8098. ISBN 978-3-319-54969-9. ISSN 2211-808X. OCLC 982487095. ISBN 978-3-319-54968-2
  19. ^ a b Torres, G. A.; Sarria, G. A.; Martinez, G.; Varon, F.; Drenth, A.; Guest, D. I. (2016). "Bud Rot Caused by Phytophthora palmivora: A Destructive Emerging Disease of Oil Palm". Phytopathology. 106 (4). American Phytopathological Society: 320–329. doi:10.1094/phyto-09-15-0243-rvw. ISSN 0031-949X. PMID 26714102. S2CID 1049270. AGRIS id US201600293676.
  20. ^ Velásquez, André C.; Castroverde, Christian Danve M.; He, Sheng Yang (2018). "Plant–Pathogen Warfare under Changing Climate Conditions". Current Biology. 28 (10). Cell Press: R619–R634. doi:10.1016/j.cub.2018.03.054. ISSN 0960-9822. PMC 5967643. PMID 29787730.
  21. ^ Mercière, Maxime; Laybats, Anthony; Carasco-Lacombe, Catherine; Tan, Joon Sheong; Klopp, Christophe; Durand-Gasselin, Tristan; Alwee, Sharifah Shahrul Rabiah Syed; Camus-Kulandaivelu, Létizia; Breton, Fréderic (2015). "Identification and development of new polymorphic microsatellite markers using genome assembly for Ganoderma boninense, causal agent of oil palm basal stem rot disease". Mycological Progress. 14 (11): 103. Bibcode:2015MycPr..14..103M. doi:10.1007/s11557-015-1123-2.  
  22. ^ Idris, A S; Kushairi, D; Ariffin, D; Basri, M W (June 2006). "Technique for inoculation of oil palm germinated seeds with ganoderma" (PDF). Malaysian Palm Oil Board Information Series (314). ISSN 1511-7871.
  23. ^ Idris, AS; Ariffin, D; Swinburne, TR; Watt, TA (August 2000). "The identity of ganoderma species responsible for basal stem rot disease of oil palm in Malaysia-pathogenicity test" (PDF). Malaysian Palm Oil Board Information Series (77b). Archived from the original (PDF) on November 27, 2010.
  24. ^ Turner PD. Palm oil Diseases and Disorders. Oxford University Press, 1981.[page needed]
  25. ^ Wardlaw, C. W. (1946). "A Wilt Disease of the Oil Palm". Nature. 158 (4002): 56. Bibcode:1946Natur.158...56W. doi:10.1038/158056a0. S2CID 4093433.
  26. ^ Paterson, R.R.M. (2007). "Ganoderma disease of oil palm—A white rot perspective necessary for integrated control". Crop Protection. 26 (9): 1369–1376. Bibcode:2007CrPro..26.1369P. doi:10.1016/j.cropro.2006.11.009. hdl:1822/7349. S2CID 55770275.
  27. ^ Jansen, R.M.C.; Wildt, J.; Kappers, I.F.; Bouwmeester, H.J.; Hofstee, J.W.; van Henten, E.J. (2011-09-08). "Detection of Diseased Plants by Analysis of Volatile Organic Compound Emission" (PDF). Annual Review of Phytopathology. 49 (1). Annual Reviews: 157–174. doi:10.1146/annurev-phyto-072910-095227. ISSN 0066-4286. PMID 21663436.
  28. ^ Potter, Lesley M. (2018-06-04). "Alternative pathways for smallholder oil palm in Indonesia". In Cramb, Rob; McCarthy, John F. (eds.). The Oil Palm Complex: Smallholders, Agribusiness and the State in Indonesia and Malaysia. NUS Press Pte Ltd. p. 173/155–188/xvi+472. doi:10.2307/j.ctv1xz0km. ISBN 978-981-325-042-0. JSTOR j.ctv1xz0km. S2CID 114953270.
  29. ^ Azevedo, João Lúcio; Maccheroni, Walter; Pereira, José Odair; De Araújo, Welington Luiz (2000). "Endophytic microorganisms: a review on insect control and recent advances on tropical plants". Electronic Journal of Biotechnology. 3 (1): 15–6. doi:10.2225/vol3-issue1-fulltext-4. hdl:1807/1114.
  30. ^ Sapak, Zaiton; Meon, Sariah; Mior, Ahmad; Zainal, Abidin (2008). "Effect of Endophytic bacteria on growth and suppression of ganoderma infection in oil palm". International Journal of Agriculture & Biology. 10 (2): 127–32.
  31. ^ von Uexküll, H.R.; Fairhurst, T.H. (May 1999). "Some Nutritional Disorders in Oil Palms". Better Crops International. 13 (1).
  32. ^ "coconut cadang-cadang viroid (CCCVd) (Cocadviroid CCCVd )". Invasive.Org. 2008-12-10. Retrieved 2020-11-23.
  33. ^ a b c d e Quist, Casper W.; Smant, Geert; Helder, Johannes (2015-08-04). "Evolution of Plant Parasitism in the Phylum Nematoda". Annual Review of Phytopathology. 53 (1). Annual Reviews: 289–310. doi:10.1146/annurev-phyto-080614-120057. ISSN 0066-4286. PMID 26047569.
  34. ^ Salim, Hasber; Rawi, Che Salmah; Ahmad, Abu Hassan; Al-Shami, Salman Abdo (2015). "Efficacy of Insecticide and Bioinsecticide Ground Sprays to Control Metisa plana Walker (Lepidoptera: Psychidae) in Oil Palm Plantations, Malaysia". Tropical Life Sciences Research. 26 (2): 73–83. PMC 4729409. PMID 26868711.
  35. ^ a b c Ruslan, Siti Aisyah; Muharam, Farrah Melissa; Zulkafli, Zed; Omar, Dzolkhifli; Zambri, Muhammad Pilus (2019). "Using satellite-measured relative humidity for prediction of Metisa plana's population in oil palm plantations: A comparative assessment of regression and artificial neural network models". PLOS ONE. 14 (10). PLoS: e0223968. Bibcode:2019PLoSO..1423968R. doi:10.1371/journal.pone.0223968. ISSN 1932-6203. PMC 6799924. PMID 31626637.
  36. ^ Bedford, G O (1980). "Biology, Ecology, and Control of Palm Rhinoceros Beetles". Annual Review of Entomology. 25 (1). Annual Reviews: 309–339. doi:10.1146/annurev.en.25.010180.001521. ISSN 0066-4170. S2CID 85977665.
  37. ^ Hannah, A. C.; McGrew, W. C. (1987). "Chimpanzees using stones to crack open oil palm nuts in Liberia". Primates. 28 (1): 31–46. doi:10.1007/BF02382181. ISSN 1610-7365. S2CID 24738945.
  38. ^ "African gray parrot | bird". Encyclopædia Britannica. Retrieved 2 March 2016.
  39. ^ "Psittacus erithacus (grey parrot)". Animal Diversity Web. Retrieved 2 March 2016.
  40. ^ van Zyl, Anthony (November 2006). "Raptors of the world: a field guide by James Ferguson-Lees and David Christie". Ostrich. 77 (3–4): 235–236. Bibcode:2006Ostri..77..235V. doi:10.2989/00306520609485540. ISSN 0030-6525. S2CID 220343722.
  41. ^ a b "Bursaphelenchus cocophilus Cobb". University of Florida Entomology Department. 2002-01-02. Retrieved 2020-11-23.
  42. ^ a b Oerke, Erich-Christian (2020-08-25). "Remote Sensing of Diseases". Annual Review of Phytopathology. 58 (1). Annual Reviews: 225–252. doi:10.1146/annurev-phyto-010820-012832. ISSN 0066-4286. PMID 32853102. S2CID 221358684.
  43. ^ Lötschert, Wilhelm; Beese, Gerhard (1983). Collins Guide to Tropical Plants. London: Collins. ISBN 978-0-00-219112-8. OCLC 11153110.[page needed]
  44. ^ Wang, L; Waltenberger, B; Pferschy-Wenzig, EM; Blunder, M; Liu, X (July 2014). "Natural product agonists of peroxisome proliferator-activated receptor gamma (PPARγ): a review". Biochem Pharmacol. 92 (1): 73–89. doi:10.1016/j.bcp.2014.07.018. PMC 4212005. PMID 25083916.
  45. ^ Ogunnaike, Ayodeji (Spring 2019). "The Tree That Centres The World: The Palm Tree As Yoruba Axis Mundi". Africana Studies Review. 6 (1). Southern University at New Orleans: 43–58.
  46. ^ Pauline Dy Phon (2000). Plants Utilised In Cambodia/Plants utilisées au Cambodge. Phnom Penh: Imprimerie Olympic. p. 268.
  47. ^ Stevenson, Tom (22 December 2006). "Malaysia targets alternative fuels market". The Daily Telegraph. London. Retrieved 22 September 2009.
  48. ^ "Penubuhan Felda". Archived from the original on 2006-01-29. Retrieved 2012-09-16.
  49. ^ Simeh, Arif & Tengku Ahmad, Tengku Mohd. Ariff (2001). "The Case Study on the Malaysian Palm Oil" Archived 2005-12-18 at the Wayback Machine
  50. ^ "Oil palm - the backbone of economic growth". Global Oils and Fats. 6 (2): 6. April–June 2009.
  51. ^ a b Burger, Kees; Smit, Hidde P. (1997). The Natural Rubber Market: Review, Analysis, Policies and Outlook. Woodhead Publishing. pp. 244–245. ISBN 978-1855733213. Retrieved 30 August 2012.
  52. ^ a b The Report: Malaysia 2011. Oxford Business Group. 2011. p. 295. ISBN 978-1907065460. Retrieved 30 August 2012.
  53. ^ Wong, Jack (5 November 2011). "Salcra: Windfall of RM100.9mil will be shared by more than 16,000 landowners". thestar.com.my. The Star Online. Archived from the original on 21 February 2013. Retrieved 6 September 2012.
  54. ^ "Palm Oil Continues to Dominate Global Consumption in 2006/07" (PDF) (Press release). United States Department of Agriculture. June 2006. Archived from the original (PDF) on 26 April 2009. Retrieved 22 September 2009.
  55. ^ Che Man, YB; Liu, J.L.; Jamilah, B.; Rahman, R. Abdul (1999). "Quality changes of RBD palm olein, soybean oil and their blends during deep-fat frying". Journal of Food Lipids. 6 (3): 181–193. doi:10.1111/j.1745-4522.1999.tb00142.x.
  56. ^ Matthäus, Bertrand (2007). "Use of palm oil for frying in comparison with other high-stability oils". European Journal of Lipid Science and Technology. 109 (4): 400–409. doi:10.1002/ejlt.200600294.
  57. ^ Sundram, K; Sambanthamurthi, R; Tan, YA (2003). "Palm fruit chemistry and nutrition" (PDF). Asia Pacific Journal of Clinical Nutrition. 12 (3): 355–62. PMID 14506001. Archived from the original (PDF) on 2012-03-22.
  58. ^ "Table 11: Palm Oil: World Supply and Distribution". fas.usda.gov. United States Department of Agriculture. August 10, 2012. Archived from the original on 27 February 2013. Retrieved 30 August 2012.
  59. ^ "Food Outlook" (PDF). fao.org. Food and Agriculture Organization of the United Nations. May 2012. Retrieved 30 August 2012.
  60. ^ "Global production volume palm oil, 2012-2020".
  61. ^ "Palm oil - rainforest in your shopping". Friends of the Earth. Archived from the original on 2007-10-16. Retrieved 2007-11-29.
  62. ^ Fitzherbert, E; Struebig, M; Morel, A; Danielsen, F; Bruhl, C; Donald, P; Phalan, B (2008). "How will oil palm expansion affect biodiversity?". Trends in Ecology & Evolution. 23 (10): 538–545. doi:10.1016/j.tree.2008.06.012. PMID 18775582.
  63. ^ "Culturas temporárias e permanentes". IBGE (Brazilian Institute of Geography and Statistics) (in Portuguese). Archived from the original on 2022-03-03. Retrieved 2022-03-15.
  64. ^ Garrett, Rachael D.; Cammelli, Federico; Ferreira, Joice; Levy, Samuel A.; Valentim, Judson; Vieira, Ima (2021-10-18). "Forests and Sustainable Development in the Brazilian Amazon: History, Trends, and Future Prospects". Annual Review of Environment and Resources. 46 (1). Annual Reviews: 625–652. doi:10.1146/annurev-environ-012220-010228. hdl:20.500.11850/524261. ISSN 1543-5938. S2CID 235550587.
  65. ^ "Oro Landowners' Declaration on Large-Scale Commercial Extraction of Natural Resources and the Expansion of Oil Palm Nucleus Estates". Forest Peoples Programme. Archived from the original on 2011-02-02. Retrieved 2007-11-29.
  66. ^ "Palm oil cultivation for biofuel blocks return of displaced people in Colombia" (PDF). iDMC. Archived from the original (PDF) on 2007-11-27. Retrieved 2007-11-29.
  67. ^ "Ghosts on our Own Land: Indonesian Oil Palm Smallholders and the Roundtable on Sustainable Palm". Forest Peoples Programme. Archived from the original on 2011-07-22. Retrieved 2009-03-30.
  68. ^ Malhi, Yadvinder; Gardner, Toby A.; Goldsmith, Gregory R.; Silman, Miles R.; Zelazowski, Przemyslaw (2014-10-17). "Tropical Forests in the Anthropocene". Annual Review of Environment and Resources. 39 (1). Annual Reviews: 125–159. doi:10.1146/annurev-environ-030713-155141. ISSN 1543-5938.
  69. ^ "The Last Stand of the Orangutan". UNEP. Archived from the original on 2008-07-09. Retrieved 2007-12-01.
  70. ^ a b "Cut Down Oil Palm on River Banks, Plantations Warned". New Straits Times. 2007-07-16. Retrieved 2007-12-01.
  71. ^ "Environmental Impact Assessment (EIA) Guidelines for Oil Palm Plantation Development" (PDF). Archived from the original (PDF) on 2008-02-27. Retrieved 2007-11-29.
  72. ^ "Promoting the Growth and Use of Sustainable Palm Oil". RSPO. Archived from the original on 2007-07-06. Retrieved 2007-12-01.
  73. ^ a b Ali, Ghulam Muhammad; Rashid, Umer; Ali, Shaukat; Ayub, Najma; Masood, M. Shahid (2009). "Establishment of an efficient callus induction and plant regeneration system in Pakistani wheat (Triticum aestivum) cultivars". Electronic Journal of Biotechnology. 12 (3). doi:10.2225/vol12-issue3-fulltext-1 (inactive 2024-11-13). hdl:1807/49015.{{cite journal}}: CS1 maint: DOI inactive as of November 2024 (link)
  74. ^ "Eco-conscious palm oil". The Star Malaysia. Archived from the original on 2008-05-17. Retrieved 2008-01-14.
  75. ^ "EU rethinks biofuels guidelines". BBC. 2008-01-14. Retrieved 2008-01-14.
  76. ^ "Biofuels and palm oil - why palm oil cannot fuel the biofuels industry" (PDF).[permanent dead link]
  77. ^ Danielsen, Finn; Beukema, H; Burgess, N; Parish, F; Brühl, C; Donald, P; Murdiyarso, D; Phalan, B; Reijnders, L; Struebig, M; Fitzherbert, E (2009). "Biofuel Plantations on Forested Lands: Double Jeopardy for Biodiversity and Climate" (PDF). IOP Conference Series: Earth and Environmental Science. 6 (24): 348–58. Bibcode:2009E&ES....6x2014D. doi:10.1088/1755-1307/6/24/242014. PMID 19040648. S2CID 250672378.
  78. ^ Clay, Jason (2004). World Agriculture and the Environment. p. 219.
  79. ^ "Palm oil threatening endangered species" (PDF). Center for Science in the Public Interest. May 2005.
  80. ^ Cooking the Climate Archived 2010-04-10 at the Wayback Machine Greenpeace UK Report, November 15, 2007
  81. ^ Once a Dream, Palm Oil May Be an Eco-Nightmare The New York Times, January 31, 2007
  82. ^ Fourth Assessment Report, Working Group I "The Physical Science Basis" Archived 2011-03-15 at the Wayback Machine, Section 7.3.3.1.5 (p. 527), IPCC, Retrieved 4 May 2008
  83. ^ Fargione, J.; Hill, J.; Tilman, D.; Polasky, S.; Hawthorne, P. (2008). "Land Clearing and the Biofuel Carbon Debt". Science. 319 (5867): 1235–8. Bibcode:2008Sci...319.1235F. doi:10.1126/science.1152747. PMID 18258862. S2CID 206510225.
  84. ^ Palm oil warning for Indonesia BBC 8 November 2007
  85. ^ BBC Losing land to palm oil in Kalimantan BBC News, 3 August 2007
  86. ^ No Easy Solution To Indonesian Haze Problem AFP 20 April 2007
  87. ^ Forest Fires Sweep Indonesian Borneo and Sumatra[permanent dead link] VOA news
  88. ^ Unilever commits to sustainable palm oil Food Navigator.com 2 May 2008
  89. ^ Carbon market takes sides in palm oil battle Archived 2012-02-18 at the Wayback Machine Carbon Finance, 20 November 2007
  90. ^ [1][permanent dead link] Malaysian National News Agency, 6 February 2007
  91. ^ Celluosic ethanol from processing and plantation waste Archived 2012-03-06 at the Wayback Machine Budi Oil Holdings Sdn. Bhd company promotional literature
  92. ^ Biogas Clean Development Mechanism: recovery and electricity generation from Palm Oil Mill Effluent ponds, UNFCCC CDM register
  93. ^ Vijayaraghavan, K; Ahmad, D (2006). "Biohydrogen generation from palm oil mill effluent using anaerobic contact filter" (PDF). International Journal of Hydrogen Energy. 31 (10): 1284–1291. doi:10.1016/j.ijhydene.2005.12.002.[permanent dead link]
  94. ^ Biodegradable Plastics Production from Palm Oil Mill Effluent (POME) Delft University of Technology
  95. ^ Biomass Utilization in Malaysia Archived 2006-12-03 at the Wayback Machine National Institute of Advanced Industrial Science and Technology (AIST, Japan)
  96. ^ Reijnders, L. (2006). "Conditions for the sustainability of biomass based fuel use". Energy Policy. 34 (7): 863–876. doi:10.1016/j.enpol.2004.09.001.
  1. ^ a b c d e f p. 130
  2. ^ p. 425
  3. ^ "14.10 Insect Vectors of Diseases". The Oil Palm. 2015. p. 458. doi:10.1002/9781118953297.ch14. ISBN 9781118953297. As well as causing direct damage, some insects play an important role as vectors of disease (Gitau et al., 2009).
  4. ^ "14.11.1 Pests attacking pollinating weevils". The Oil Palm. 2015. p. 458. doi:10.1002/9781118953297.ch14. ISBN 9781118953297. The main predators on the weevil in the Far East are undoubtedly rats. These consume large numbers of larvae, destroying the old male inflorescences in the process, and Liau (1985) showed that rats grew more rapidly on a diet supplemented with weevil larvae. Basri Wahid and Halim Hassan (1985) considered that rat populations, and the amount of damage done, had increased since the introduction of the weevil. Chiu et al. (1985) estimated that up to 80% of weevil larvae might be eaten by rats, but noted that the weevil population remained high enough to ensure good fruit set.
  1. ^ p. 128
  2. ^ a b Supplemental Table 1
edit

Further reading

edit