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Earth System Science

The Anthropocene
Equation

For four billion years, Earth changed on its own terms. Then we arrived — and the equation changed.

The Second
Copernican Revolution

Five hundred years ago, Copernicus showed us where we are. The telescope — then the most powerful instrument of knowing — revealed that Earth orbits the Sun, not the other way around. It was a shock. A humbling. A liberation.

Today, a second revolution is underway. Not the telescope, but something else: the Earth System model — a mathematical mirror of our entire planet. For the first time, we can watch Earth as a living system, see how its parts interact, and understand the consequences of our presence within it.

The Earth System scientist Hans Joachim Schellnhuber, writing in Nature in 1999, called this the second Copernican revolution: not about our position in space, but about our role in time — as an active, planetary-scale force.

Schellnhuber proposed a simple but profound definition. The Earth System E is the sum of two coupled halves:

E = ( N H )
N
The ecosphere — everything natural: atmosphere, biosphere, hydrosphere, cryosphere, lithosphere. Four and a half billion years of geology and life.
H
The human factor — civilisation, technology, culture, governance. The first truly new force in Earth's history since life itself emerged.

"Human activities have become so pervasive and profound that they rival the great forces of Nature and are pushing the Earth into planetary terra incognita."
— Steffen, Crutzen & McNeill, Ambio, 2007

Throughout Earth's history, three forces have shaped our world. Schellnhuber called them Gaia, Shiva, and Prometheus. Hover or tap each to learn more.

Gaia — Earth with leaf and sun
Gaia
Self-regulation

The biosphere as planetary regulator. Over billions of years, life has kept Earth habitable — moderating temperature, cycling nutrients, maintaining breathable air. Life sustains the conditions for life.

Shiva — volcano and asteroid
Shiva
Catastrophe

Asteroid impacts, supervolcano eruptions, solar flares — the destroyer of worlds and the engine of evolution. Mass extinctions opened space for new forms of life, including, eventually, us.

Prometheus — fire and industry
Prometheus
Human civilisation

Homo sapiens as a planetary force. Fire, agriculture, industry, digital networks — a species that remakes its environment at continental scale. Prometheus now rivals Gaia and Shiva in its planetary reach.

How to Describe
a Planet

A planet doesn't have a fixed address. It has a trajectory — a path through possible states. To understand where Earth is going, we don't just need to know where it is now. We need to know how fast it's changing.

Mathematically, the rate of change of any quantity is written as its derivative with respect to time. Think of it like this: your temperature tells you if you have a fever. But the rate at which your temperature is rising tells you whether to panic.

dE
dt
=
?

This is the central question. E is the Earth System — its temperature, ice cover, ocean chemistry, atmospheric composition, biodiversity. t is time. And dE/dt is the speed at which our world is transforming.

For most of Earth's history, that speed was set by three natural forces. Understanding them is the first step toward understanding the equation.

Natural Forcings:
Before Us

For four and a half billion years, three forces drove Earth's rate of change. Each operates on vast timescales. Each is, right now, essentially idle. Hover each letter to explore what it means.

dE dt
= f( A , G , I )
A
Astronomical forcing — Milankovitch cycles: slow wobbles in Earth's orbit and axial tilt that vary how much sunlight reaches the planet. The engine behind the ice ages. Cycles of 20,000 to 100,000 years. Current value: +0.003 W/m² — essentially zero.
G
Geophysical forcing — volcanic eruptions, tectonic drift, changes in Earth's interior heat. Toba erupted 74,000 years ago and cooled Earth for years. Continental drift rearranges climate over millions. Background volcanic CO₂: ~0.3 Gt/yr vs. human ~10 Gt/yr.
I
Internal dynamics — feedbacks within the Earth System itself: ocean circulation, ice-albedo loops, the carbon cycle. El Niño, AMOC, ice-albedo: the system's own memory. Significant on centennial to millennial scales — slow.

These forces shaped every ice age, every warm interglacial, every mass extinction from asteroid or volcano. They produced the 10,000 years of remarkable stability known as the Holocene — the climate within which civilisation was born.

Today, all three are operating at near-zero relative to what follows.

Astronomical A
≈ 0.003 W/m²
Geophysical G
~0.3 Gt CO₂/yr
Internal I
slow feedback
Human H
~10 Gt CO₂/yr

Enter H:
The Human Force

Around 1950, something unprecedented happened in Earth's history. A single species began to dominate the planet's rate of change — not through evolution or geology, but through industry.

We add a fourth term. The full equation becomes:

dE dt
= f( A , G , I , H )

But here is what the data shows. When we compare the magnitude of each forcing today, A, G, and I are so small relative to H that they can, to first approximation, be dropped. The equation collapses:

dE dt
f( H )

This is the Anthropocene Equation, proposed by Owen Gaffney and Will Steffen in 2017. It is at once a statement of fact, a warning, and — as we will see — a map of possibility. Because H is not a fixed constant. It is a function of choices we make every day.

Gaffney, O. & Steffen, W. (2017). The Anthropocene equation. The Anthropocene Review, 4(1), 53–61. doi:10.1177/2053019616688022

What Is
H Made Of?

H is not a mystery. Gaffney and Steffen decompose it into three factors: how many of us there are, how much each of us consumes, and what kind of technological system supports that consumption.

H = f( P , C , T )
P
Population of consumers — not total population, but the global upper and middle classes defined by income: those participating in the production-consumption system. Growing rapidly as more nations industrialise.
C
Consumption per capita — the average material and energy throughput per person: food, energy, goods, travel, waste. The wealthiest 10% generate ~50% of global emissions.
T
Technosphere — the entire human-built system: energy infrastructure, agriculture, transport, manufacturing, digital networks, governance. Technology can multiply or divide the impact of P × C.

And the technosphere T itself can be broken down:

T = f( En , K , Pe )
En
Energy system — the source of power: fossil fuels amplify H enormously; renewables can reduce it. Today ~18% renewable. Solar capacity doubles every ~2 years.
K
Knowledge and technology — science, engineering, education. CRISPR, climate models, carbon capture, precision agriculture — K is how we learn to do more with less. Scientific output doubles every ~9 years.
Pe
Political economy — markets, laws, incentives, governance. The Montreal Protocol (1987) is the most successful planetary intervention in history: the ozone layer is recovering on schedule.

Adjust the variables — watch H change

8.2B
100% of today
18% renewable
30 / 100
20 / 100
Human forcing H
1.00
normalised to today = 1.0
Rate dE/dt
170×
faster than natural
ΔT projection
+1.41°C
above Holocene baseline
Earth System change rate vs. Holocene

Note: this is a simplified illustrative model based on the conceptual framework of Gaffney & Steffen (2017). The rate multiplier is calibrated to match the paper's finding that current rates of change are ~170× faster than the Holocene baseline.

The Great
Acceleration

Abstract equations need grounding in reality. What does dE/dt ≈ f(H) actually look like in the data?

Gaffney and Steffen compiled rates of change across key Earth System variables, comparing the Holocene baseline — the stable 10,000 years before industrialisation — with rates measured over recent decades. For each variable below, two bars show the Holocene rate and the current rate. The multipliers show how many times faster we are now changing the planet.

CO₂ 553×
Holocene
0.3
Now
166
ppm / century
CH₄ 287×
Holocene
2
Now
575
ppb / century
Temperature 170×
Holocene
−0.01
Now
+1.7
°C / century (reversed)
Extinctions 10–100×
Background
0.1
Now
1–10
E/MSY (species per million per year)
Sea Level new
Holocene
≈ 0
Now
3.2
mm / year (from ~0 baseline)
Reactive N
Natural
~100
Now
~210
Tg N / year (doubled in one century)

Across multiple Earth System parameters, rates of change in the Anthropocene are 70 to 550 times faster than the Holocene baseline — with some changes, like the nitrogen cycle, unprecedented in billions of years.
— Based on Gaffney & Steffen, 2017, Table 1

A Phase
Transition

The story doesn't end with rates of change. In 2018, physicists Orfeu Bertolami and Francisco Francisco went further — they asked: can we describe the Anthropocene transition using the mathematics of physics?

Their answer was yes. Using Landau-Ginzburg theory — the physics of phase transitions — they showed that the shift from the Holocene to the Anthropocene can be modelled exactly like water freezing into ice: a phase transition driven by an external field.

The key idea: any stable state of a system can be described by a free energy landscape — an energy "well" that the system sits in. When there is no human forcing, the Holocene well is symmetric: the system stays comfortably at ψ = 0 (temperature deviation zero from the Holocene baseline).

Add human forcing H, and the well tilts. The minimum of the free energy shifts to higher temperatures. The system — Earth's climate — rolls to a new, warmer equilibrium. Drag the slider below to see how the landscape changes.

H = 0 → Holocene equilibrium

From this framework, Bertolami and Francisco derived a remarkable prediction. Temperature doesn't rise linearly with H — it rises with the cube root of H:

ΔT H 1/3

This sub-linear relationship is both good news and bad news. Good: doubling H doesn't double warming — the response saturates somewhat. Bad: it also means that even modest human forcing has a disproportionate effect early in the transition, when Earth is near the critical point.

ΔT ∝ H^(1/3) — calibrated to +1.41°C at today's H

Near a phase transition, the Earth System is hypersensitive to human intervention. The Holocene was not just a warm period — it was a critical point, where small pushes have large consequences. This is called critical susceptibility, and it explains why seemingly modest emissions produce dramatic planetary responses.

Bertolami, O. & Francisco, F. (2018). A physical framework for the Earth system, Anthropocene equation and the Great Acceleration. Global and Planetary Change. doi:10.1016/j.gloplacha.2018.07.006

Wonder
& Agency

Step back and look at what these three papers, spanning twenty years of thought, have built together. They have taken the most complex system in the known universe — a living planet — and expressed it as a function of human choices.

dE dt
f( H ) = f( P , C , En , K , Pe )

Every term on the right is something we shape: P through reproductive rights and education; C through diet, lifestyle, and equity; En through the energy transition; K through science and technology; Pe through governance, treaties, and political will.

The same equation that describes the problem contains its solution.

This is not naïve optimism. The numbers are sobering — rates 170 times faster than natural, a free energy well already tilted by 1.4°C. But the equation also shows that H is not destiny. It is a function of variables we influence, not a fixed number handed down from physics.

The second Copernican revolution was not just about seeing Earth as a system. It was about recognising that we are now part of that system — not passive passengers, but active agents in its trajectory.

But this realisation carries a deeper question — one that reaches far beyond Earth, into the silence of the cosmos itself.

The Cosmic
Question

In 1961 — a year after the first weather satellite saw Earth from above — the radio astronomer Frank Drake gathered ten scientists at Green Bank, West Virginia, to ask the most ambitious question in science: how many communicating civilisations exist in our galaxy?

Drake didn't pretend to know the answer. Instead, he decomposed the question into seven factors — a chain of probabilities stretching from stellar birth to civilisational survival. The result became the most famous equation in astrobiology:

N = R* × fp × ne × fl × fi × fc × L

Hover or tap each variable to explore it

The first three terms are astronomical — how many places in the galaxy could harbour life:

R*
Star formation rate — how many new stars are born per year in the Milky Way. About 1.5 to 3 per year. In Drake's time this was the best-known factor. It still is.
fp
Fraction with planets — what share of stars have planetary systems? In 1961, nobody knew. Today, thanks to the Kepler and TESS missions, the answer is nearly all of them. Planets are the rule, not the exception.
ne
Habitable planets per star — how many planets per system orbit in the habitable zone, with the right size and chemistry for liquid water? Current estimates suggest roughly one in three Sun-like stars may have a rocky planet in the habitable zone.

The next three are biological — how readily does complexity arise and become technological:

fl
Fraction where life emerges — on Earth, the earliest evidence of life dates to 3.5–3.8 billion years ago — within the planet's first billion years. If that's typical, this number could be high. But we have only one example.
fi
Fraction developing intelligence — evolution produced intelligence on Earth, but it took 3.5 billion years and many contingencies. Convergent evolution (eyes, flight, echolocation) suggests nature may favour complexity — but the leap to abstract thought may be rare.
fc
Fraction that communicate — of intelligent species, how many build technology capable of sending signals across space? Dolphins are intelligent. They don't build radio transmitters. Technology is not inevitable.

And then there is the last term.

L

The lifetime of a technological civilisation

How long does a species that gains the power to reshape its planet manage to survive that power? Decades? Centuries? Millions of years?

Drake understood that L is the decisive term. The astronomical factors are now well constrained. The biological ones are uncertain but bounded. But L can range from a hundred years to a hundred million — and it dominates the entire equation. If L is small, the galaxy is a graveyard of extinct technologies. If L is large, it should be teeming with signals.

The silence of the cosmos may be a message: most civilisations don't make it.

In 2018, the astrophysicist Adam Frank and the astrobiologist Woodruff Sullivan reframed the Drake Equation around exactly this question. Instead of asking "are we alone?", they asked: "has any other species in cosmic history ever developed a sustainable civilisation?" They showed that unless the probability of a technological species arising is vanishingly low — less than one in ten billion trillion — then others have existed before us. The question is not whether, but how long.

The connection
Anthropocene Equation
dE dt
f( H )
Drake's last variable
L

The Anthropocene Equation describes what is happening to our planet. Drake's L asks whether we survive it. They are the same question, seen from different ends of the telescope.

Robin Hanson called this the Great Filter: somewhere between dead matter and a galaxy-spanning civilisation lies a barrier that almost nothing crosses. The optimistic view is that the filter is behind us — in the improbable leap from chemistry to life, or from life to intelligence. The terrifying possibility is that it lies ahead: in the narrow passage between gaining planetary power and learning to wield it wisely.

Frank and Sullivan, together with the climate scientist Jonathan Carroll-Nellenback, modelled this passage using Gaian feedback — the same Earth System dynamics that Schellnhuber wrote into the Anthropocene Equation. Their planetary models showed that civilisations which grow too fast on finite resources tend to trigger runaway environmental collapse. Only those that transition to sustainable energy systems early enough avoid population crash. The models produce three archetypal fates: die-off, sustainability, or collapse.

The Anthropocene is not unique to Earth. It may be a universal stage — a bottleneck that every technological species must navigate.

Adam Frank, David Grinspoon and Sara Walker have pushed this further, proposing that a mature biosphere can develop planetary intelligence — the capacity for a planet's living systems to collectively sense and respond to global-scale challenges. Earth's biosphere has been doing this unconsciously for billions of years. The question is whether a conscious species can learn to participate in that intelligence, rather than disrupt it.

This is what L really measures. Not just how long a civilisation broadcasts radio signals, but whether a species capable of understanding its own planet can choose to sustain it. The Anthropocene Equation tells us that H now dominates Earth's trajectory. Drake's L asks whether we can bring H back into balance before the window closes.

We are living inside Drake's last variable. Every policy decision, every energy transition, every choice about consumption and governance is a vote on the value of L. The mathematics of the Anthropocene and the mathematics of the cosmos converge on the same question: can a technological species survive its technological adolescence?

Drake, F.D. (1965). The radio search for intelligent extraterrestrial life. In G. Mamikunian & M.H. Briggs (Eds.), Current Aspects of Exobiology (pp. 323–345). Pergamon Press. — The equation was first presented at the Green Bank conference in November 1961.

References

Schellnhuber, H.J. (1999). 'Earth system' analysis and the second Copernican revolution. Nature, 402(Supp), C19–C23. doi:10.1038/35011515
Gaffney, O. & Steffen, W. (2017). The Anthropocene equation. The Anthropocene Review, 4(1), 53–61. doi:10.1177/2053019616688022
Bertolami, O. & Francisco, F. (2018). A physical framework for the Earth system, Anthropocene equation and the Great Acceleration. Global and Planetary Change. doi:10.1016/j.gloplacha.2018.07.006
Steffen, W., Crutzen, P.J. & McNeill, J.R. (2007). The Anthropocene: are humans now overwhelming the great forces of Nature? Ambio, 36(8), 614–621. doi:10.1579/0044-7447(2007)36[614:TAAHNO]2.0.CO;2
Drake, F.D. (1965). The radio search for intelligent extraterrestrial life. In G. Mamikunian & M.H. Briggs (Eds.), Current Aspects of Exobiology (pp. 323–345). Pergamon Press. doi:10.1016/B978-1-4832-0047-7.50015-0
Frank, A. & Sullivan, W.T. III (2016). A new empirical constraint on the prevalence of technological species in the universe. Astrobiology, 16(5), 359–362. doi:10.1089/ast.2015.1418
Frank, A., Carroll-Nellenback, J., Alberti, M. & Kleidon, A. (2018). The Anthropocene generalized: evolution of exo-civilizations and their planetary feedback. Astrobiology, 18(5), 503–518. doi:10.1089/ast.2017.1671
Frank, A. (2018). Light of the Stars: Alien Worlds and the Fate of the Earth. W.W. Norton & Company.
Hanson, R. (1998). The Great Filter — Are We Almost Past It? George Mason University. mason.gmu.edu/~rhanson/greatfilter.html
Frank, A., Grinspoon, D. & Walker, S.I. (2022). Intelligence as a planetary scale process. International Journal of Astrobiology, 21(2), 47–61. doi:10.1017/S147355042100029X
Bryson, S. et al. (2021). The occurrence of rocky habitable-zone planets around solar-like stars from Kepler data. The Astronomical Journal, 161(1), 36. doi:10.3847/1538-3881/abc418
Cassan, A. et al. (2012). One or more bound planets per Milky Way star from microlensing observations. Nature, 481, 167–169. doi:10.1038/nature10684