Showing posts with label Homo sapiens. Show all posts
Showing posts with label Homo sapiens. Show all posts

Friday, March 8, 2019

Homo sapiens: Ecological and demographic change agents; or just in the wrong place at the wrong time?

Sprinkled throughout his book Sapiens, Yuval Noah Hariri provides data showing ecological and demographic changes occurring simultaneously with mankind's expansion around the world. I bring that data together into a single space in this post.


Yuval states that it is a dirty little secret that other Homo species existed on the planet simultaneously with Homo sapiens; and the figure below illustrates that fact. According to the DNA data in the figure below, a proto -Homo sapiens branch grew off the Homo heidelbergensis base and flowered into full Homo sapiens around 325,000 years ago.

Interbreeding between archaic and modern humans
(Source: wikipedia.org)

The chart shows a number of Homo species existing simultaneously with Homo sapiens. It further shows that, with the exception of Homo naledi and Homo erectus, all of these species interbred with Homo sapiens either in Southern Africa or Eurasia. It shows that all Homo species, except Homo sapiens, terminated between 300,000 and 25,000 years ago.

Homo solensis, Homo florensis and a newly identified Neanderthal-Denisovan hybrid species, all of whom have gone extinct, are not shown on the chart.

But these human species are not alone.

Ecological Impact
About 70,000 years ago Sapiens began looking at, and thinking about, the world around them differently. Yuval calls this the Cognitive Revolution. This new cognition resulted in the technologies, organizational skills, and vision that allowed Sapiens to break out of Asia and settle the wider world.

Yuval points to the colonization of Australia as one of the most important events in human history (akin to the Columbus and Apollo 11 journeys). It was the first time that a large terrestrial mammal had crossed from "Afro-Asia" to Australia. It was also the first time that humans had climbed to the top of the food chain on any landmass. It was not too good for the fauna (as shown in the below table).

Table 1. Sapiens impact on selected megafauna populations
Region/Country
First Entry (yrs ago)
Megafauna at First Entry
Megafauna at Period End
Period Duration
Comments
Australia
45,000
24 species
1
A few thousand years
Large number of smaller species also disappeared
North America
16,000
47 species
13
2,000 yrs
Thousands of smaller species of animals, birds, and insects also disappeared
South America
N/A
60 species
10
N/A
ditto
Wrangel Island
(Arctic Ocean)
4000
N/A
0
Short
Madagascar
1500
2
0
Short
Elephant Bird and Giant Lemur
New Zealand
800
N/A
Majority extinct
200
As well as 60% of all birds
Table compiled from information sprinkled throughout Sapiens.


According to Yuval, "The first wave of Sapiens colonisation was one of the biggest ecological disasters to befall the animal kingdom":
  • 70,000 years ago, the planet was home to approximately 200 genera of large animals weighing 100 pounds or more
  • That number had declined to 100 by the beginning of the Agricultural Revolution (12,000 years ago)
Yuval: "Homo sapiens drove to extinction about half of the planet's big beasts long before humans invented the wheel, writing, or iron tools."

Yuval places faunal extinction into three waves:
  • First wave -- occurred during the Cognitive Revolution
  • Second wave -- occurred during the Agricultural Revolution
  • Third wave -- driven by today's industrial activity (e.g., whales being killed by ships).
And the signatures of the first and second waves are eerily similar:
  1. Rich and varied population of large animals; no trace of humans
  2. Sapiens appear, as evidenced by artifacts
  3. Men and women occupy center stage; most large animals, and many smaller ones, extinct.
Demographic Impact
The earlier chart shows that Homo sapiens tried to break out (unsuccessfully) of East Africa on two prior occasions -- 250,000 and 100,000 years ago -- before the successful exit approximately 80,000 years ago. Homo sapiens encountered Eurasia-based Homo species at this time.

The archaeological record shows that Homo solensis became extinct approximately 50,000 years ago -- as did Homo denisova -- while the Neanderthals died out 30,000 years ago. Homo florensis exited  12,000 years ago. Yuval offers two options for their disappearance: (i) Sapiens drove them to extinction through competition or (ii) genocide. Our most recent experiences on Explorer-contact with existing populations may prove to be illustrative as to the fate of those extinct populations.

North and South America were unknown to Eurasia prior to Columbus' first voyage in 1492 (and it took a while to figure out that this was a "new world," rather than a part of Asia) but within 121 years, 90% of the region's populace had died out (see Table 2).

Table 2. Demographic impacts of Old World contact with New
Region/Country
Peoples
Contact Point
Impact
Period
Comments
Caribbean Islands
Caribs, Arawaks, etc.
Columbus (1492)
Most of native population wiped out
21 years
Replaced with African slaves
Americas
Inca, Aztec, Maya, etc.
Cortez landing at Vera Cruz (1519)
90% population reduction
100 years
Unfamiliar diseases
Australia and New Zealand
Aborigines and Maoris
Cook’s 1771 expedition
Native populations declined by 90%
100 years
Replaced by Europeans
Tasmania
Palawa
ditto
From between 3,000 – 15,000 in 1803 to 400 in 1835
32 years
Table compiled from information sprinkled throughout Sapiens.

Prior to Columbus' arrival, the indigenous population in the Americas numbered around 60 million but wars, famine, and diseases -- against which the locals had no defense -- dropped the population down to 6 million 100 years later. According to a recent study published in Quartenary Science Reviews, the deaths occurred on such a large scale that they led to the "little Ice Age," an era of global cooling between the 16th and mid-19th century.

According to the researchers, large areas of farmland was abandoned as a result of the die-offs. This land was reclaimed by trees and flora which sucked enough carbon dioxide out of the atmosphere that the average temperature dropped by 0.15 degrees Celsius.

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The human role in new world human population die-offs is clear but the jury is still out on other Homo species and megafauna. Archaeological evidence shows that we hunted megafauna but the question as to whether we hunted them to extinction has not been answered fully to everyone's satisfaction.

©Everythingelse238

Monday, February 11, 2019

The role of artificial intelligence in identifying the footprint of an extinct human species

In his 2005 New York Times Bestseller Sapiens, Yuval Noah Harari posited that, no one "... knows how many lost relatives of ours are waiting to be discovered ..." And recent scientific findings are showing his prescience.

Homo sapiens was known to have encountered Homo neanderthalis on their Out-of-Africa journey (which commenced approximately 80,000 years ago) because a number of non-Africa-resident human populations have 2% (on average) Neanderthal DNA in their genomes. According to a Max Planck Institute for Evolutionary Anthropology study, DNA from Neanderthals may be influencing skin tone, ease of tanning, hair color, and sleeping patterns of present-day Europeans. Current-day Africans have very little Neanderthal DNA in their genes as they did not make the trek through Eurasia.

In 2010 a previously unknown human species was discovered as a result of DNA analysis on a  fossilized finger fragment found in the Denisova Cave in Siberia. The cave is known to have been occupied by Neanderthals but the analysis showed the fragment belonging to a hitherto unknown species, a species that was eventually named Homo denisova. Comparison of the Denisova reference data to human population genomes shows Denisovan DNA resident in some current Asian human populations.

John D. Croft at English Wikipedia [CC BY-SA 3.0
(https://creativecommons.org/licenses/by-sa/3.0)]

A more recent study compared 5,500 genomes of modern humans living in Europe, Asia, and Oceania looking for the presence of archaic DNA. The findings were as follows (Browning, et al.):
  • All groups had clusters of Neanderthal DNA that matched Altai Neanderthal DNA
  • Some populations had DNA clusters that matched the Altai Denisovan DNA
  • There was a third DNA cluster that was unlike the Neanderthal DNA and only partially resembled the Denisovan DNA.
The authors concluded, based on the foregoing, that ancestral humans encountered, and mated with, two separate groups of Denisovans, providing two infusions of Denisovan DNA into the human genome. The hypothesis is that the first infusion occurred in present-day China, Japan, and Vietnam while the second infusion was taken on by the humans who continued into Southeast Asia. The impact of Denisovan DNA in modern-day humans is realized in the immune system and fat and blood sugar levels.

Analysis of a recent skeletal fragment from a 13-year-old girl who died 50,000 years ago showed that she had a Neanderthal mother and a Denisovan father, proof that these two species had interbred (Scientists surmise that Denisovans and Neanderthals diverged 390,000 years ago into distinct but closely related populations.).

She was not alone. A recent artificial-intelligence-driven study has identified the DNA footprint of an extinct hominid who interbred with ancestors of current-day Asiatics. The AI analysis posits that this extinct species is a Neanderthal-Denisovan hybrid; in other words a species with a DNA profile similar to that of the 13-year-old girl mentioned in the preceding paragraph.

The techniques used to ferret out the above information is called Deep Learning. According to the Center for Genomic Regulation:
Deep Learning is an algorithm that imitates the way in which the nervous system of mammals work, with different artificial neurons that specialise and learn to detect, in data, patterns that are important for performing a certain task. ... "We have used this property to get the algorithm to learn to predict human demographics using genomes obtained through hundreds of thousands of simulations. Whenever we run a simulation, we are traveling along a possible path in the history of humankind."
If the foregoing findings are borne out, a previously unknown, extinct human species will have been surfaced, much as Sapiens predicted.

Bibliography
Sharon Browning, et al., Analysis of Human Sequence Data Reveals Two Pulses of Archaic Denisovan Admixture, Cell, March 15, 2018.
Center for Genomic Regulation, Artificial Intelligence applied to the genome identifies an unknown human ancestor, Press Release.
Peter Doehill, Artificial Intelligence has found an Unknown Ghost Ancestor in the Human Genome, Science Alert.
Ben Guarino, Ancient Humans had sex with more than just Neanderthals, Scientists find, Washington Post, 11/11/19.
Yuval Noah Harari, Sapiens: A Brief History of Humankind, Harper Collins, 2015.
Greta Jochem, Neanderthal Genes Help Shape How Many Modern Humans Look, NPR, 10/5/2017.
Michelle Starr, This Ancient Teenager had Parents from Two Different Species, ScienceAlert, 8/22/18.


©EverythingElse238

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