Biodiversity Crisis: 7 Reasons Why Losing Wildlife Is Also Losing Ourselves

By Dr. Narayan Rout  ·  Ecology, Health & Ancient Wisdom  ·  35 min read

DOI: https://doi.org/10.5281/zenodo.20559230

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Biodiversity crisis, The Quest Sage

Dr. Narayan Rout

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In This Research Pillar

⚡ Key Takeaways

1 What biodiversity is: Biodiversity — short for biological diversity — is the total variety of life on Earth across three dimensions: genetic diversity (variation within species), species diversity (variety of species in an ecosystem), and ecosystem diversity (variety of ecosystems across the planet). It is not simply a count of how many species exist. It is the web of relationships — predation, pollination, decomposition, competition, symbiosis, and countless other interactions — through which life sustains itself. Every species, however inconspicuous, plays a functional role in this web. Remove enough threads and the web collapses — not gracefully but catastrophically, because ecological systems are non-linear and have tipping points beyond which recovery is no longer possible.
2 The scale of the crisis: Between 1970 and 2020, the average size of monitored wildlife populations shrank by 73% — based on nearly 35,000 population trends across 5,495 species of amphibians, birds, fish, mammals, and reptiles (WWF Living Planet Report 2024, ZSL Living Planet Index). Freshwater populations suffered the most severe losses at 85%, followed by terrestrial populations (69%) and marine populations (56%). Latin America and the Caribbean recorded a 95% decline. Africa recorded 76%. Asia-Pacific recorded 60%. Species extinction rates are currently 10 to 100 times higher than the natural baseline (WHO, 2025). The IPBES 2019 Global Assessment — produced by 145 scientists from 50 countries — estimated that approximately one million animal and plant species are currently threatened with extinction, many within decades.
3 Reason 1 — Food security: More than 75% of global food crops rely on animal pollinators — primarily bees, butterflies, birds, and bats — contributing $235–577 billion annually to global agricultural output (WHO Biodiversity Fact Sheet, 2025). Bee populations are in decline globally due to habitat loss, pesticide use, disease, and climate change. A world without adequate pollinator populations is a world with dramatically reduced food production capacity — not as a distant hypothetical but as a current trend with measurable agricultural consequences.
4 Reason 2 — Medicine and human health: Over 50% of modern medicines are derived from natural sources — including antibiotics from fungi (penicillin from Penicillium mould), painkillers from plant compounds (morphine from opium poppy, aspirin derived from willow bark), anti-cancer agents from plants and marine organisms, and cardiovascular medicines from plants and animals. Each species that goes extinct is potentially a medicine that will never be discovered. The IPBES 2019 assessment identified wild plant and animal species as providing the basis for 70% of medicines used in the developing world. Biodiversity loss is therefore not just an ecological problem — it is a pharmaceutical crisis.
5 Reason 3 — Water and climate: Forests store 80% of terrestrial biodiversity and absorb approximately 2.6 billion tonnes of carbon dioxide annually, playing a crucial role in climate stabilisation (WHO, 2025). Healthy ecosystems provide 75% of global freshwater resources, with wetlands playing a key role in water purification. Since 1970, 35% of global wetlands have been lost — increasing waterborne diseases and reducing freshwater availability for over 2 billion people. Trees regulate rainfall through transpiration and cloud formation. Destroy the trees and you alter the rainfall patterns of entire regions — as the Amazon’s ‘flying rivers’ demonstrate, where forest transpiration generates moisture that provides rain to agricultural regions thousands of kilometres away.
6 Reason 4 — Pandemic prevention: 75% of new and emerging infectious diseases in humans are zoonotic — they originate in animals and jump to humans. Biodiversity loss increases the risk of zoonotic disease emergence by disrupting the ecological relationships that contain pathogens within wildlife populations. When natural habitats are destroyed and wildlife is pushed into closer contact with human settlements, the evolutionary barriers between animal reservoirs and human populations erode. SARS-CoV-2, Ebola, HIV, Nipah, and multiple other high-consequence pathogens all originated through human-wildlife interface disruptions. Biodiversity is pandemic prevention infrastructure.
7 Reason 5 — Economic value: The global economic impact of biodiversity loss is estimated at $10 trillion annually (WHO, 2025). Conversely, immediate action to address the biodiversity crisis could generate $10 trillion in business and innovation opportunities and support 395 million jobs by 2030 (IPBES, December 2024). Delaying action on biodiversity goals by even a decade could double the cost of acting now; delaying on climate adds at least $500 billion per year in additional costs. Biodiversity is not a luxury that economic growth can afford to sacrifice. It is the natural infrastructure on which all economic activity ultimately depends.

◆ Key Facts — GEO Reference

1 WWF Living Planet Report 2024 — The headline numbers: The Living Planet Index (LPI), provided by the Zoological Society of London and based on nearly 35,000 population trends across 5,495 species, recorded a 73% average decline in monitored wildlife populations between 1970 and 2020. Freshwater species: 85% decline. Terrestrial species: 69%. Marine species: 56%. Regional breakdowns: Latin America and the Caribbean 95% decline — the worst regional figure ever recorded. Africa: 76%. Asia-Pacific: 60%. The LPI is an early warning indicator of extinction risk and ecosystem function loss. The 2024 report warns that ‘the Earth is approaching dangerous tipping points posing grave threats to humanity’ and that ‘a huge collective effort will be required over the next five years to tackle the dual climate and nature crises.’ The primary driver: habitat degradation and loss driven by unsustainable food systems. Climate change is a secondary and growing driver.
2 WHO Biodiversity Fact Sheet (2025) — Key economic and health numbers: More than 75% of global food crops rely on animal pollinators, contributing $235–577 billion annually to global agricultural output. Over 50% of modern medicines are derived from natural sources, including antibiotics from fungi and painkillers from plant compounds. Forests store 80% of terrestrial biodiversity and absorb approximately 2.6 billion tonnes of CO2 annually. Invasive alien species contribute to 60% of species extinctions, causing $423 billion in global economic damage each year. Healthy ecosystems provide 75% of global freshwater resources. Since 1970, 35% of wetlands have been lost, increasing waterborne diseases and reducing freshwater availability for over 2 billion people. The global economic impact of biodiversity loss is estimated at $10 trillion annually. Species extinction rates are currently 10 to 100 times higher than the natural baseline.
3 IPBES Global Assessment (2019) and 2024 Update: The IPBES 2019 Global Assessment — produced by 145 scientists from 50 countries — estimated that approximately one million animal and plant species are currently threatened with extinction, many within decades. Five direct drivers of biodiversity loss in order of impact: changes in land and sea use (primary); direct exploitation of organisms; climate change; pollution; invasive alien species. In December 2024, two new IPBES landmark reports (launched in Windhoek, Namibia) found that immediate action to address biodiversity could generate $10 trillion and support 395 million jobs by 2030. Delaying by a decade would double the cost of acting now. The reports emphasise the biodiversity-water-food-health-climate nexus: these five crises must be tackled together, not in isolation. Without joint action, none of the Sustainable Development Goals, the Kunming-Montreal Global Biodiversity Framework (30×30 target), or the Paris Agreement will be achieved.
4 India’s four biodiversity hotspots: India is one of only 17 megadiverse countries on the planet and contains four of the world’s 36 biodiversity hotspots. (1) Western Ghats: 1,600 km along India’s western coast; UNESCO World Heritage Site (2012); older than the Himalayas; 7,402 species of plants with 24 endemic genera; 508 species of birds; 131 species of amphibians (114 endemic); 227 species of reptiles (107 endemic); 137 species of mammals (16 endemic). (2) Eastern Himalayas: 300 species of mammals (12 endemic); 980 species of birds (15 endemic); 10,000 species of plants (3,160 endemic). (3) Indo-Burma: northeastern India; highest levels of freshwater turtle endemism; remarkable plant and bird diversity. (4) Sundaland (Nicobar Islands): island ecosystems with high marine biodiversity. India has over 70% habitat loss recorded across all its hotspots. India submitted its updated National Biodiversity Strategy and Action Plan in 2024 under the Kunming-Montreal Global Biodiversity Framework.
5 Pollinator decline — the food security dimension: Approximately 87 of the 115 leading global food crops depend on animal pollination — including fruits, vegetables, seeds, nuts, and oils. These crops represent 35% of global food production volume. The economic value of pollination services ranges from $235 billion to $577 billion annually (WHO, 2025; IPBES Pollinator Assessment). Wild bee populations have declined by 24% globally since 1990 (IPBES, 2019). Commercial honeybee colony collapse disorder has affected 30–90% of managed bee populations in some regions. Neonicotinoid pesticides, habitat loss, and Varroa mite are the primary drivers. In India, wild pollinators are critical for crop diversity in regions where commercial apiculture is limited. A world with significantly reduced pollinator populations would require either massive expansion of hand-pollination labour or significant reduction in the variety and availability of nutritious food.
6 Zoonotic disease and biodiversity — the pandemic connection: 75% of new and emerging infectious diseases in humans are zoonotic — originating in animal reservoirs and jumping to humans through direct contact, intermediate hosts, or environmental transmission. The rate of new disease emergence has accelerated with biodiversity loss and habitat destruction: as natural habitats are fragmented, wildlife is pushed into closer contact with human settlements and livestock, eroding the ecological buffers that contain pathogens within wildlife populations. SARS-CoV-2, Ebola, HIV, Nipah, MERS, and multiple influenza strains are all examples of zoonotic emergence linked to human-wildlife interface disruption. The WHO identifies biodiversity loss as a contributing factor to pandemic risk. Restoring and protecting intact natural habitats is therefore a public health investment — not just an ecological one.
7 The Sixth Mass Extinction debate — what the science actually says: Previous mass extinctions in Earth’s history (the Big Five) were caused by asteroid impacts, massive volcanic eruptions, and other geophysical catastrophes. The proposed Sixth Mass Extinction refers to the possibility that current human-driven biodiversity loss is approaching comparable geological magnitude. The IPBES 2019 assessment documented extinction rates 10–100 times the natural background rate. A 2025 analysis in Trends in Ecology & Evolution (EVS Institute, February 2026) notes that while biodiversity loss is ‘real and serious,’ the evidence does not yet meet the strict geological threshold of a mass extinction ‘at the genus level across all groups’ — a distinction about definitions and measurement, not about whether biodiversity loss is occurring. On that, there is near-universal scientific agreement: biodiversity loss is real, accelerating, and consequential for human civilisation.

💡 Quick Answer: Why Is Biodiversity Loss a Crisis for Human Beings, Not Just for Wildlife?

Biodiversity loss is a crisis for human beings because the natural systems that produce our food, purify our water, regulate our climate, provide our medicines, and protect us from pandemics all depend on the web of living relationships that biodiversity represents. More than 75% of global food crops rely on animal pollinators; over 50% of modern medicines come from natural sources; forests absorb 2.6 billion tonnes of CO2 annually; healthy ecosystems provide 75% of global freshwater; and 75% of new infectious diseases in humans originate in animals — with biodiversity loss increasing the risk of zoonotic spillover. WWF’s 2024 Living Planet Report documents a 73% average decline in monitored wildlife populations between 1970 and 2020 — based on nearly 35,000 population trends across 5,495 species. The IPBES 2019 Global Assessment estimated approximately one million species currently threatened with extinction. The economic cost of biodiversity loss is estimated at $10 trillion annually (WHO, 2025). But the relationship between biodiversity and human wellbeing goes deeper than economics: it is ecological, psychological, cultural, and spiritual. The Vedic concept of Vasudhaiva Kutumbakam — the world is one family — is not a poetic aspiration. It is an ecological description of a web of interdependence from which no species, including Homo sapiens, can exempt itself.

There is a number that should be on the front page of every newspaper in the world. Between 1970 and 2020 — in just fifty years, within a single human lifetime — the average size of monitored wildlife populations on this planet shrank by 73%.

Not 73% of species went extinct. The Living Planet Index, which tracks nearly 35,000 population trends across 5,495 species of amphibians, birds, fish, mammals, and reptiles, is measuring something more immediate: average population size. The typical monitored wildlife population today is less than one-third the size it was fifty years ago. Freshwater species are down 85%. Latin American wildlife populations are down 95% — nearly to nothing, within a single human generation.

This is the WWF Living Planet Report 2024. It is not a projection. It is not a worst-case scenario. It is what happened.

Most people, when they hear about biodiversity loss, think of it as a wildlife problem. Sad, perhaps, but separate from their own lives — a matter for conservation charities and nature documentaries, not for someone trying to navigate the ordinary challenges of health, work, family, and meaning. This article is an attempt to dismantle that separation — because it is, the evidence strongly suggests, a dangerous illusion.

Biodiversity is not the background against which human life occurs. It is the infrastructure on which human life depends. The food you eat, the water you drink, the air you breathe, the medicines that heal you, the climate that sustains your agriculture, and the psychological health that comes from connection with living systems — all of these flow from the web of biodiversity that 73% decline is unravelling. Losing wildlife is not a separate problem from losing ourselves. It is, in the most literal biological sense, the same problem.

What Is Biodiversity — The Web of Life Explained

Biodiversity is a word that is used so frequently that its actual meaning often gets lost. It is worth being precise — because understanding what biodiversity actually is explains why its loss is so consequential.

Biodiversity — biological diversity — refers to the variety of life on Earth at three interconnected levels. Genetic diversity is the variation within species: the range of genetic traits within a population of bees, or rice varieties, or tigers. This internal variation is what allows species to adapt to changing conditions and to resist disease. A population with low genetic diversity is fragile — one pathogen can wipe it out entirely. Genetic diversity is the insurance policy of evolution.

Species diversity is the variety of different species in an ecosystem: the number and types of plants, animals, fungi, bacteria, and other organisms that interact in a given place. This is the dimension most people think of when they think of biodiversity. But species diversity matters not just as a count but as a functional network — each species playing roles (pollinator, predator, decomposer, seed disperser, nitrogen fixer) that the ecosystem depends on. Remove a species and you remove a function. Remove enough functions and the ecosystem changes — sometimes gradually, sometimes catastrophically.

Ecosystem diversity is the variety of different types of ecosystems across the planet: rainforests, coral reefs, grasslands, wetlands, deserts, mangroves, tundra. Each type of ecosystem provides different services, harbours different species assemblages, and responds differently to disturbance. The loss of entire ecosystem types — the 35% decline in global wetlands since 1970, the destruction of old-growth forests, the bleaching of coral reefs — is the most irreversible dimension of biodiversity loss, because ecosystems are not simply the sum of their species but the complex of relationships and historical processes that produced them.

Interconnectedness — The Principle That Biodiversity Embodies

The fundamental insight that biodiversity represents is interconnectedness: the observation that every living thing exists in relationship with every other living thing, directly or through chains of relationships, and that these relationships are not optional features of life but its essential structure. A fig tree and its specific fig wasp pollinator have co-evolved over millions of years — neither can reproduce without the other. A wolf and an elk interact through predation that keeps elk populations in balance with the vegetation — remove the wolf and the elk overpopulate, overgraze, and alter the entire river valley. A mycorrhizal fungus networks the roots of forest trees, transferring nutrients and chemical signals between them — remove the fungus and the forest loses its underground communication system.These relationships are called ecological interdependence — the mutual dependence of species on each other for survival, reproduction, and function. No species, including Homo sapiens, exists outside this web. We are not observers of biodiversity. We are participants in it, dependent on it, and currently dismantling it at a pace that 50 million years of evolutionary history has never seen before from a single cause.

Tipping Points — Why Biodiversity Loss Is Not Linear

One of the most important and least understood features of biodiversity loss is that it does not produce proportionally gradual consequences. Ecological systems have tipping points — thresholds beyond which they undergo rapid, non-linear, often irreversible transitions to different states. A forest that has lost 30% of its tree species may function relatively normally. The same forest at 50% loss may be approaching a tipping point. At 60% loss it might cross the threshold and reorganise into a degraded state — scrubland, or bare earth, or an invasive monoculture — from which recovery to the original forest state may take centuries or may be permanently impossible.

The WWF Living Planet Report 2024 specifically warns that Earth is approaching ‘dangerous tipping points’ in biodiversity and that the next five years will be critical in determining whether these thresholds are crossed. The urgency is not about distant futures. It is about decisions being made right now, in this decade, about land use, agriculture, fishing, and consumption patterns that will determine which side of those tipping points we end up on.

7 Reasons Why Losing Wildlife Is Also Losing Ourselves

Reason 1: We Lose Our Food — Pollinators Are Disappearing

Here is a fact worth sitting with: more than 75% of the world’s food crops depend on animal pollinators for fertilisation and seed production. Bees, butterflies, moths, beetles, birds, and bats perform pollination services that contribute $235–577 billion annually to global agricultural output (WHO Biodiversity Fact Sheet, 2025; IPBES Pollinator Assessment).

Wild bee populations have declined by 24% globally since 1990 (IPBES, 2019). The causes are well-documented: neonicotinoid pesticides that impair navigation and immune function, habitat loss that removes the wildflower-rich landscapes that support diverse pollinator communities, monoculture agriculture that provides inadequate nutritional variety for pollinators, the Varroa mite that devastates managed honeybee colonies, and climate change that disrupts the synchronisation between flowering times and pollinator emergence.

The agricultural consequences are already visible. Yields of pollination-dependent crops are declining in regions where pollinator populations have crashed. In parts of China’s Sichuan province, where wild bees have been locally eliminated by pesticide use and habitat destruction, farmers now hand-pollinate apple and pear trees — a process that is labour-intensive, expensive, and incapable of scaling to meet global food demand. This is not a future scenario. It is a current practice in one of the world’s most productive agricultural regions.

For India, pollinator health is directly connected to food security for hundreds of millions of people. India’s vast diversity of wild pollinators — thousands of species of native bees, plus butterflies, moths, and birds — provides pollination services to crops across the subcontinent. The same agricultural intensification, pesticide use, and habitat destruction that is driving global pollinator decline is occurring across Indian agricultural landscapes.

More than 75% of global food crops depend on animal pollinators. Not in a distant evolutionary past — right now, in the fields and orchards that produce the food you will eat today. The bees that pollinate those crops are declining. The connection between a bee and your plate is shorter, and more fragile, than most people know.

— Dr. Narayan Rout  |  TheQuestSage.com

Reason 2: We Lose Our Medicines — The Pharmacy of the Natural World

Over 50% of modern medicines are derived from natural sources — and this statistic, remarkable as it is, understates the pharmaceutical debt that humanity owes to biodiversity. Penicillin and virtually all antibiotics of the pre-synthetic era came from fungi. Morphine and codeine come from the opium poppy. Aspirin was derived from salicylic acid found in willow bark. Taxol — one of the most widely used cancer chemotherapy agents — comes from the Pacific yew tree. Artemisinin — the basis of the most effective malaria treatment currently available — comes from the sweet wormwood plant. Captopril — the first ACE inhibitor, now a cornerstone of hypertension treatment — was developed from the venom of the Brazilian pit viper.

In the developing world, including across most of India, the figure is even higher. The IPBES 2019 assessment identified wild plant and animal species as providing the basis for approximately 70% of medicines used in the developing world. For rural communities with limited access to pharmaceutical supply chains, plant medicines are not a complementary choice — they are the primary healthcare system.

Each species that goes extinct takes with it a chemical library that millions of years of evolution produced through competitive pressures we will never fully reconstruct in a laboratory. We do not know what medicines will never be discovered because the species that contained their precursor compounds was driven to extinction before we looked. We never will know — which is precisely why the loss is so irreversible.

Reason 3: We Lose Clean Water — Wetlands Are the Planet’s Kidneys

Healthy ecosystems provide 75% of global freshwater resources, with wetlands playing a particularly critical role in water purification (WHO, 2025). Wetlands — marshes, swamps, bogs, river floodplains, mangroves — filter pollutants, absorb sediment, recharge groundwater aquifers, and moderate flood peaks. They are the planet’s kidneys: systems that process contaminated inputs and produce clean outputs.

Since 1970, 35% of global wetlands have been lost — drained for agriculture, filled for development, or degraded by pollution and altered water flows. The consequences are measurable: increasing waterborne diseases as water purification capacity declines, reduced freshwater availability for over 2 billion people, increased flood damage as buffering capacity disappears, and declining fisheries as breeding grounds are destroyed.

For India, wetland loss is a particularly acute crisis. India’s coastal mangroves — among the most biodiverse ecosystems on the planet — have been declining due to aquaculture conversion, coastal development, and pollution. The Sundarbans, the world’s largest mangrove forest shared between India and Bangladesh, faces simultaneous pressure from sea level rise, cyclone intensity increase, and freshwater flow reduction from upstream dams. The Sundarbans are not just a biodiversity asset — they are the primary protection for tens of millions of people against cyclone storm surges. Their degradation is simultaneously a biodiversity crisis and a human vulnerability crisis.

For the broader context of water and ecological systems, see The Living Planet and Environmental Crisis (TheQuestSage.com). For the role of forest bathing in human health — one of the experiential dimensions of biodiversity connection — see Forest Bathing: 5 Science-Proven Benefits of Shinrin-Yoku (TheQuestSage.com).

Reason 4: We Lose Climate Stability — Forests Are the Planet’s Lungs

Forests store 80% of terrestrial biodiversity and absorb approximately 2.6 billion tonnes of carbon dioxide annually (WHO, 2025). But the climate services of biodiversity go deeper than carbon sequestration. The Amazon rainforest generates its own rainfall through a process called the hydrological cycle: forest transpiration releases water vapour that forms clouds and falls as rain — not just locally but across thousands of kilometres, in a phenomenon scientists call ‘flying rivers.’ These atmospheric rivers carry moisture from the Amazon to agricultural regions across South America, providing rainfall to farms that produce food for hundreds of millions of people.

Deforestation disrupts this cycle. Destroy enough Amazon forest and the flying rivers weaken, regional rainfall declines, and agricultural regions that depend on that rainfall face drought — even if they are nowhere near the forest that was cut. This is ecological interdependence operating at continental scale: the fate of Brazilian farmers in São Paulo is linked to the fate of trees in the Amazon that they may never see.

India has its own version of this dynamic. The Western Ghats act as a moisture interceptor for the Indian monsoon — forests on windward slopes capture moisture from monsoon winds and release it gradually through the dry season, sustaining river flows and groundwater recharge across peninsular India. The degradation of Western Ghats forests does not just affect species living in the Ghats. It affects water availability for hundreds of millions of people in the lowlands who depend on rivers that the Ghats forests sustain.

Reason 5: We Lose Pandemic Protection — Biodiversity Is Our Immune System Against Emerging Diseases

75% of new and emerging infectious diseases in humans originate in animals — they are zoonotic diseases that cross the species barrier from wildlife reservoirs to humans (WHO). The relationship between biodiversity loss and pandemic risk is one of the most important and least publicly understood dimensions of the current biodiversity crisis.

Intact, biodiverse ecosystems contain pathogens within complex ecological networks. A diverse community of wildlife hosts means that each individual pathogen has many potential hosts — but most hosts are not particularly susceptible to any given pathogen, because the pathogen has not co-evolved specifically with them. This ‘dilution effect’ — identified by ecologists Felicia Keesing and Richard Ostfeld — reduces the concentration of competent hosts for any given pathogen and suppresses the transmission rates of zoonotic diseases.

When biodiversity is lost and habitats are fragmented, the species that survive best are often the generalist, disturbance-tolerant species — rats, bats, some rodents — that tend to be the most competent hosts for zoonotic pathogens. The natural diversity that diluted pathogen concentration is replaced by a community dominated by the species most likely to amplify it. Human settlements push into fragmented habitat, bringing people into direct contact with these high-competence reservoir species. The conditions for spillover — the jump of a pathogen from an animal reservoir to a human population — are created by the same processes that drive biodiversity loss.

SARS-CoV-2, Ebola, HIV, Nipah, MERS, and multiple avian and swine influenza strains all originated through human-wildlife interface disruptions — deforestation, bushmeat hunting, live animal markets, and the encroachment of human settlement into previously intact habitat. Each of these diseases produced massive economic disruption and human suffering. The COVID-19 pandemic alone cost the global economy an estimated $10–20 trillion. Biodiversity conservation — protecting the intact habitats that separate wildlife pathogen reservoirs from human populations — is one of the most cost-effective pandemic prevention investments available.

Reason 6: We Lose Soil Fertility and Agricultural Resilience — The Invisible Biodiversity Under Our Feet

Soil is not just dirt. A single teaspoon of healthy agricultural soil contains approximately one billion bacteria, hundreds of metres of fungal mycelium, thousands of nematodes, and diverse communities of protozoa, arthropods, and other organisms. This underground biodiversity drives nutrient cycling — converting dead organic matter into plant-available nutrients — soil structure formation, water infiltration, and natural pest suppression.

Industrial agriculture has been simplifying soil biodiversity for decades through intensive tillage, synthetic fertiliser application that bypasses microbial nutrient cycling, and broad-spectrum pesticide and herbicide use. The consequence is soils that increasingly depend on external chemical inputs to maintain fertility — soils that have lost the biological complexity that made them naturally productive. UN estimates suggest that at current rates of soil degradation, the world has approximately 60 years of farming left in its topsoil. This is not a geological timeframe. It is within the lifetimes of children alive today.

The mycorrhizal networks that connect plant roots — sometimes called the ‘wood wide web’ — are perhaps the most extraordinary example of functional biodiversity in soils. These fungal networks allow trees to share nutrients and chemical signals with each other, with older trees supporting younger ones, and with stressed trees receiving resources from healthy ones. Forest biodiversity, including the biodiversity of the soil beneath it, is a collective intelligence system — and one that agricultural monocultures are progressively dismantling.

Reason 7: We Lose Ourselves — The Psychological and Spiritual Dimension of Biodiversity Loss

There is a dimension of biodiversity loss that economic valuation cannot capture and that the species extinction statistics do not measure: the psychological, cultural, and spiritual impoverishment that comes from living in a world progressively emptied of its living community.

The biophilia hypothesis — proposed by evolutionary biologist E.O. Wilson in 1984 — suggests that humans have an innate emotional affiliation with other living organisms, evolved over millions of years of co-existence with diverse life. This is not sentimentalism. It is a hypothesis grounded in evolutionary theory and supported by a growing body of research showing that contact with natural biodiversity — hearing birdsong, seeing diverse vegetation, experiencing living ecosystems — measurably reduces stress hormones, lowers blood pressure, improves immune function, and enhances psychological wellbeing.

The forest bathing research — Shinrin-Yoku — documents the physiological benefits of time in biodiverse natural environments. The attention restoration theory of Kaplan and Kaplan shows that natural environments with high biodiversity restore directed attention capacity depleted by urban environments. The measurable health benefits of biodiversity contact are not incidental — they reflect the deep co-evolutionary relationship between human physiology and the living world.

When biodiversity is lost, these restorative environments disappear. Children growing up in urban environments with limited access to living nature develop what Richard Louv called ‘nature deficit disorder’ — not a clinical diagnosis but a description of the attentional, emotional, and developmental consequences of growing up without adequate contact with the non-human living world. As urban expansion, habitat loss, and agricultural intensification continue, these consequences become the default experience of increasing proportions of humanity.

India’s Biodiversity — A Civilisational Heritage Under Unprecedented Pressure

India is one of only 17 megadiverse countries on the planet — a designation given to countries that together contain more than 70% of the world’s species while covering less than 10% of its surface. India contains four of the world’s 36 officially designated biodiversity hotspots — regions identified by high endemism (species found nowhere else on Earth) combined with high habitat loss.

The Western Ghats — a UNESCO World Heritage Site running 1,600 km along India’s western coast from Gujarat to Tamil Nadu — contains extraordinary endemism: 7,402 plant species with 24 endemic genera, 114 of 131 amphibian species endemic to the range, 107 of 227 reptile species endemic, and 16 of 137 mammal species endemic. The Ghats are older than the Himalayas and contain relict species tracing back to the Gondwana supercontinent. They are, in evolutionary terms, one of the oldest continuous biodiversity archives on the planet. Over 70% habitat loss has already been recorded.

The Eastern Himalayas represent the largest biodiversity hotspot in terms of area, with 10,000 plant species (3,160 endemic), 980 bird species, 300 mammal species, and remarkable amphibian diversity. The Himalayan hotspot is warming significantly faster than the global average — a pattern that is pushing species upslope until there is no more slope to occupy, at which point highland endemic species face local extinction with nowhere to go.

India’s biodiversity is not just an ecological asset. It is a civilisational heritage. The Vedic and Ayurvedic traditions are built on intimate knowledge of plant and animal communities — thousands of years of systematic observation of the relationships between living organisms and human health. The loss of biodiversity is therefore simultaneously the loss of the natural library from which much of Indian traditional knowledge was compiled.

What India Knew — Vasudhaiva Kutumbakam and the Vedic Ecology

The phrase Vasudhaiva Kutumbakam — from the Maha Upanishad — translates as ‘the world is one family.’ In the context of biodiversity, it is not a poetic aspiration but an ecological statement: all life on this planet is one interconnected family of beings, related through shared evolutionary history, mutual dependence, and the web of relationships that sustains the whole.

The Vedic cosmological framework of the Panchamahabhuta — the five great elements: Prithvi (earth), Jal (water), Agni (fire), Vayu (air), and Akasha (space) — is a systems description of the natural world in which each element is dependent on the others and on the living communities that mediate between them. This is not merely symbolic. It is a recognition that the health of soil (Prithvi), water (Jal), climate regulation (Agni), atmospheric composition (Vayu), and the living relationships between organisms (Akasha as the space within which life occurs) are interconnected dimensions of a single system — exactly what modern ecology calls the biosphere.

The Atharva Veda — one of the four Vedas — contains the Prithvi Sukta, the Earth Hymn, which begins: ‘Mata bhumih putro aham prithivyah’ — The Earth is my mother; I am the son of the Earth. This declaration of kinship with the living planet is not metaphor. It is the philosophical foundation of a relationship with nature characterised by reciprocity, reverence, and restraint — the opposite of the extractive relationship that the current biodiversity crisis represents.

The concept of Ahimsa — non-harm — as extended to all living beings in Jain philosophy and the broader Dharmic tradition is perhaps the most directly ecological principle in Indian thought. An ethics of non-harm toward other species is precisely the ethics that biodiversity conservation requires. The ancient Indian forest dwellers — the Vanaprasthas, those who withdrew to the forest in later life — lived in relationship with the forest rather than in exploitation of it. Sacred groves — Devaravanas or Orans — are found across India: patches of forest protected by local communities for generations precisely because of the cultural and spiritual significance of the living world. These sacred groves represent a long-running, community-based biodiversity conservation practice that predates the modern conservation movement by millennia.

The Kunming-Montreal Global Biodiversity Framework (2022) — the international agreement setting a target of protecting 30% of land and sea by 2030 — is, in a sense, a belated attempt to institutionalise what the Dharmic tradition encoded culturally: that there are parts of the natural world that should be protected from human extraction. The political negotiation required to reach 30×30 in international treaty form is a measure of how far modern governance has moved from the ecological wisdom that the Indian tradition preserved.

My Interpretation

I want to say something about what biodiversity loss feels like — not just what it measures — because I think the measurement, however important, misses the dimension that matters most for how people actually relate to this crisis.

I grew up on the quiet banks of a river in Odisha where the day began not with the rush of the world but with birdsong, the sound of water, and the particular quality of morning light through living vegetation. That early formation created something that I can only describe as a felt sense of belonging to the living world — not as an observer but as a participant, one thread in a web whose other threads were the birds, the river, the trees, the insects, the fish, and the soil beneath my feet.

The 73% decline in wildlife populations is, in that felt sense, a 73% thinning of the world. Not just a reduction in some abstract metric of natural capital. An actual impoverishment of the living fabric within which human experience occurs. A world with 73% fewer wildlife populations is not just less biodiverse. It is less alive — and in that reduction of aliveness, something essential to human experience is also being reduced.

The Vedic concept of Rta — the natural order, the cosmic rhythm that sustains all life — describes what we are disrupting when we drive biodiversity loss at this pace. Rta is not just a philosophical concept. It is the actual functioning of ecological systems: the cycles of birth and death, predation and reproduction, decomposition and regeneration, rainfall and drought, that produce the conditions for life. Disturbing Rta produces consequences that extend far beyond the immediate disturbance — as the butterfly effect of ecology: the loss of a pollinator affects the food supply; the loss of a predator affects the vegetation; the loss of a forest affects the rainfall; the loss of rainfall affects the civilisation that depended on it.

The Arthashastra’s concept of Dharmic governance includes explicit prescriptions for forest conservation, protection of wildlife, and management of natural resources for sustainable yield rather than extraction. These are not incidental provisions — they reflect a systems understanding that the prosperity of a kingdom (what we would now call the economy) depends on the health of its natural foundation. This is what modern economics calls ‘natural capital’ — and what the $10 trillion annual cost of biodiversity loss confirms: the natural world is not a free gift but a foundation whose depreciation has costs that eventually come due.

We are, in the most literal sense, consuming our biological inheritance. The question is not whether the bill will come. It is whether we will choose to pay it preventatively — by protecting and restoring biodiversity now, at manageable cost — or reactively, after tipping points have been crossed, at costs that may not be manageable at all.

Dr. Narayan Rout

Dr. Narayan Rout

Author  ·  Researcher  ·  Naturopath (BNYT)  ·  Engineer (BE)

Founder, TheQuestSage.com


Dr. Narayan Rout holds PG Diploma in PM & IR, BNYT (Bachelor of Naturopathy and Yoga Therapy), BE (Electrical), and Diplomas in Electrical Engineering, Computer Application, Industrial Hygiene, Psychology, Mindfulness, Nutrition, Gut Health, Music Therapy, and Colour Therapy, along with certifications in several other subjects. A 23-year Indian Air Force veteran and Senior Technician at BHEL. TheQuestSage.com is his primary platform for evidence-based health, philosophy, science, and the future of human experience.

📚 Published Books

Yogic Intelligence vs AI

BFC Publications, 2025

FLUXIVERSE

Orange Book Pub.

KUTUMB

⭐ Amazon Bestseller


🔬 Research Profiles

🔬 ORCID

0009-0009-3505-5478

🎓 Google Scholar

Research Profile

📄 Zenodo

50 Papers · CERN DOIs

Conclusion: The Web Holds Everything — Including Us

Wildlife populations down 73% in fifty years. Freshwater species down 85%. One million species threatened with extinction. $10 trillion in annual economic losses from biodiversity degradation. 75% of food crops dependent on pollinators that are declining. 50% of medicines derived from natural sources. 75% of new human diseases originating in animals. These numbers, taken together, describe not a peripheral environmental problem but a structural crisis in the foundations of human civilisation.

The Vedic wisdom — Vasudhaiva Kutumbakam, the world is one family; Mata bhumih putro aham prithivyah, the Earth is my mother — is not mythology. It is ecology expressed in the language of relationship rather than the language of metrics. The relationship it describes is real, biological, and in crisis.

Losing wildlife is losing ourselves — not metaphorically but literally: losing the pollinators that feed us, the forests that water and climate us, the ecosystems that protect us from pandemic, the soils that sustain agriculture, the plants that heal us, and the living world that makes us psychologically whole. The web of life holds everything. We are in it, not above it. And what we are currently doing to it will, if uncorrected, take us down with it.

The good news — and there is good news — is that biodiversity can recover when given the chance. Ecosystems are resilient within their tipping point thresholds. Species populations can rebound with protection. Wetlands can be restored. Forests can be replanted and allowed to regenerate. The IPBES 2024 findings are explicit: immediate action could generate $10 trillion in economic opportunity and support 395 million jobs by 2030. The cost of acting now is far lower than the cost of waiting.

The question is whether the next five years — which the WWF Living Planet Report identifies as critical — will be the years in which humanity chose to act, or the years in which it chose to continue on the current trajectory until the tipping points made the choice irreversible.

✅ 3 Key Takeaways

1.   Biodiversity is the infrastructure of human civilisation — not a luxury or an aesthetic preference. More than 75% of food crops depend on animal pollinators; over 50% of medicines come from natural sources; forests absorb 2.6 billion tonnes of CO2 annually; healthy ecosystems provide 75% of global freshwater; 75% of new human infectious diseases originate in animals. The WWF Living Planet Report 2024 documents a 73% average decline in monitored wildlife populations between 1970 and 2020 — based on nearly 35,000 population trends across 5,495 species. The global economic cost of biodiversity loss is estimated at $10 trillion annually (WHO, 2025).

2.   India is one of 17 megadiverse countries and contains four global biodiversity hotspots — the Western Ghats (UNESCO World Heritage Site, older than the Himalayas, with extraordinary endemism), the Eastern Himalayas, the Indo-Burma region, and Sundaland (Nicobar Islands). Over 70% habitat loss has been recorded across all four Indian hotspots. India’s biodiversity is simultaneously an ecological asset, a civilisational heritage, and the natural library from which much of the Vedic and Ayurvedic tradition was compiled. India submitted its updated National Biodiversity Strategy and Action Plan in 2024 under the Kunming-Montreal Global Biodiversity Framework (30×30 target).

3.   The Vedic tradition’s ecological wisdom — Vasudhaiva Kutumbakam (the world is one family), the Panchamahabhuta framework of interconnected elements, the Prithvi Sukta’s declaration of kinship with the Earth, the practice of sacred groves as community biodiversity conservation, and the concept of Ahimsa extended to all living beings — represents the most sophisticated ancient framework for the ecological understanding that modern biodiversity science is quantifying. Losing biodiversity is, in the Vedic understanding, disturbing Rta — the natural order — with consequences that extend far beyond the immediate disturbance.

🪞 3 Self-Reflection Questions

Q1.   Think of the most biodiverse natural environment you have ever spent time in — a forest, a wetland, a coral reef, a river valley. What did it feel like? And what would it mean, to you personally, if that environment were to lose 70% of its wildlife in your lifetime?

Q2.   Vasudhaiva Kutumbakam — the world is one family. How many species do you know by name that live in your immediate environment — the birds outside your window, the insects in your neighbourhood, the plants in nearby green spaces? And what does the quality of your knowledge of your non-human neighbours tell you about the quality of your relationship with the living world?

Q3.   The IPBES 2024 findings say immediate action on biodiversity could generate $10 trillion in economic opportunity by 2030. At the level of your own choices — what you eat, how you travel, what you buy, how you vote — which single change would have the most meaningful impact on the biodiversity of the living world you inhabit?

💡 Continue Reading — P-Nature Series and Related Pillars:

The Living Planet and Environmental Crisis (TheQuestSage.com) — The complete ecological context — the living systems that biodiversity sustains.

Climate Change: 5 Realities That Affect Every Human Life (TheQuestSage.com) — The climate-biodiversity nexus — how the two crises reinforce each other.

Forest Bathing: 5 Science-Proven Benefits of Shinrin-Yoku (TheQuestSage.com) — The physiological evidence for what biodiversity does to human health.

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Frequently Asked Questions: Biodiversity and Why It Matters

Q1. What exactly is biodiversity and why does it matter?

Biodiversity — biological diversity — is the variety of life on Earth across three interconnected levels: genetic diversity (variation within species, which allows adaptation and disease resistance), species diversity (variety of species in an ecosystem, each playing functional roles), and ecosystem diversity (variety of ecosystem types across the planet, each providing different services and harbouring different communities). It matters because biodiversity is the infrastructure on which human civilisation depends: more than 75% of food crops rely on animal pollinators; over 50% of modern medicines come from natural sources; forests absorb 2.6 billion tonnes of CO2 annually; healthy ecosystems provide 75% of global freshwater; and 75% of new human infectious diseases originate in animals, with biodiversity loss increasing zoonotic spillover risk. Biodiversity is also the foundation of soil fertility, climate regulation, flood control, and the psychological health that comes from contact with living systems. The global economic cost of biodiversity loss is estimated at $10 trillion annually (WHO, 2025). Biodiversity is not a luxury. It is the natural infrastructure without which the human economy — and human health — cannot function.

Q2. What does the WWF Living Planet Report 2024 actually say?

The WWF Living Planet Report 2024, produced in collaboration with the Zoological Society of London’s Living Planet Index, documents a 73% average decline in monitored wildlife populations between 1970 and 2020. This figure is based on nearly 35,000 population trends across 5,495 species of amphibians, birds, fish, mammals, and reptiles — the most comprehensive wildlife population dataset ever compiled. The 73% is an average across all studied populations: some populations have increased, many have remained stable, but on average the representative monitored population in 2020 was 27% the size it was in 1970. By ecosystem type, freshwater populations declined most severely (85%), followed by terrestrial (69%) and marine (56%). By region, Latin America and the Caribbean recorded the worst decline at 95%, followed by Africa (76%) and Asia-Pacific (60%). The primary driver identified is habitat degradation and loss from unsustainable food systems. Climate change is a secondary driver expected to intensify. The report identifies dangerous tipping points — ecological thresholds beyond which recovery may be permanently impossible — and warns that the next five years will be critical in determining whether these thresholds are crossed.

Q3. Is India’s biodiversity particularly important globally?

Yes — India is one of only 17 megadiverse countries on the planet, a category given to nations that together contain over 70% of the world’s species despite covering less than 10% of its land area. India contains four of the world’s 36 officially designated biodiversity hotspots — regions identified by exceptional endemism (species found nowhere else) combined with high habitat loss. The Western Ghats (UNESCO World Heritage Site since 2012) alone contains 7,402 plant species with 24 endemic genera, 114 endemic amphibian species out of 131 total, and 107 endemic reptile species out of 227 total — extraordinary concentrations of unique life found nowhere else on Earth. The Eastern Himalayas contain 10,000 plant species with 3,160 endemic. Together, India’s four hotspots cover a significant share of the global area under biodiversity hotspot designation and harbour some of the most irreplaceable biodiversity on the planet. Over 70% habitat loss has already occurred across India’s hotspots. India submitted an updated National Biodiversity Strategy and Action Plan in 2024, committing to the Kunming-Montreal Global Biodiversity Framework target of protecting 30% of land and sea by 2030.

Q4. What is the connection between biodiversity loss and pandemic risk?

The connection between biodiversity loss and pandemic risk runs through the ecology of zoonotic disease — infectious diseases that originate in animal reservoirs and jump to human populations. 75% of new and emerging infectious diseases in humans are zoonotic. The ecological mechanism linking biodiversity loss to increased pandemic risk is the ‘dilution effect’: in intact, biodiverse ecosystems, pathogens are distributed across many species with varying susceptibility, keeping transmission rates low. When biodiversity is lost and habitats are fragmented, the species that thrive best are often generalist, disturbance-tolerant species (rats, certain bats, some rodents) that tend to be the most competent hosts for zoonotic pathogens. Human encroachment into fragmented habitat brings people into direct contact with these high-competence reservoir species, eroding the ecological buffers that previously contained pathogens within wildlife populations. SARS-CoV-2, Ebola, HIV, Nipah, MERS, and multiple influenza strains all originated through human-wildlife interface disruptions driven by habitat destruction, bushmeat hunting, live animal markets, and agricultural expansion into natural habitats. The COVID-19 pandemic cost the global economy an estimated $10–20 trillion. Protecting intact natural habitats — which keeps wildlife reservoir species away from human populations — is therefore one of the most cost-effective pandemic prevention investments available.

Q5. What does the Vedic tradition say about biodiversity and the natural world?

The Vedic tradition contains some of the most ecologically sophisticated philosophical frameworks in human cultural history. Vasudhaiva Kutumbakam — from the Maha Upanishad — declares ‘the world is one family’: an ecological statement of interdependence that modern biodiversity science is now quantifying in species counts and population trends. The Panchamahabhuta framework — the five great elements of Prithvi (earth), Jal (water), Agni (fire), Vayu (air), and Akasha (space) — describes the natural world as an interconnected system of elements that sustain each other and all life. The Atharva Veda’s Prithvi Sukta (Earth Hymn) begins: ‘Mata bhumih putro aham prithivyah’ — The Earth is my mother; I am the son of the Earth — establishing a relationship of kinship and reciprocity with the living planet rather than ownership or exploitation. The concept of Ahimsa (non-harm) extended to all living beings, the practice of sacred groves (Devaravanas or Orans) as community biodiversity conservation, and the Arthashastra’s prescriptions for forest protection and sustainable resource management all reflect a civilisational understanding that human prosperity depends on the health of the natural world. This understanding predated the modern conservation movement by millennia and remains the most philosophically complete framework for the ecological ethics that the biodiversity crisis now requires.

References and Sources

1. WWF. (2024). Living Planet Report 2024: A System in Peril. World Wildlife Fund & Zoological Society of London. 73% average decline in wildlife populations 1970-2020; 35,000 population trends; 5,495 species; freshwater 85%, terrestrial 69%, marine 56%; Latin America 95% decline; dangerous tipping points. https://www.worldwildlife.org/publications/2024-living-planet-report/

2. ZSL. (2024). Living Planet Report 2024 Technical Supplement: Living Planet Index. Deinet S, Marconi V, Freeman R, Puleston H, McRae L. Methodology and statistical basis for the 73% figure. https://www.wwf.org.uk/sites/default/files/2024-10/living-planet-report-2024.pdf

3. WHO. (2025). Biodiversity Fact Sheet. World Health Organization. 75% food crops rely on pollinators; $235-577 billion pollination value; 50% medicines from natural sources; forests 80% terrestrial biodiversity; 2.6 billion tonnes CO2; invasive species $423 billion damage; 35% wetland loss; $10 trillion annual biodiversity loss cost; 10-100x natural extinction rate. https://www.who.int/news-room/fact-sheets/detail/biodiversity

4. IPBES. (2019). Global Assessment Report on Biodiversity and Ecosystem Services. Brondizio E.S., Settele J., Diaz S., Ngo H.T. (eds). 145 scientists from 50 countries; one million species threatened; five direct drivers of biodiversity loss; 70% of developing world medicines from natural sources. IPBES Secretariat, Bonn.

5. IPBES. (December 2024). Two Landmark Reports on Biodiversity-Water-Food-Health-Climate Nexus. Launched Windhoek, Namibia. Immediate action generates $10 trillion and 395 million jobs by 2030; delay doubles cost; $500 billion per year additional cost of climate delay; five crises must be tackled together. https://environment.ec.europa.eu/news/ipbes-reports-reveal-huge-opportunities-biodiversity-action-2024-12-18_en

6. EVS Institute. (February 2026). The Sixth Mass Extinction: Are We Living Through a Biodiversity Crisis? 2025 Trends in Ecology & Evolution analysis; debate on geological threshold definition; near-universal agreement on biodiversity loss reality and seriousness. https://evs.institute/biodiversity-conservation-and-management/sixth-mass-extinction-biodiversity-crisis/

7. Keesing, F., & Ostfeld, R.S. (Multiple publications). The Dilution Effect: biodiversity reduces zoonotic disease risk. Ecological mechanism for pandemic risk through biodiversity loss. Referenced in WHO Biodiversity and Health publications.

8. Our World in Data. (October 2024). The 2024 Living Planet Index reports a 73% average decline in wildlife populations — what’s changed since the last report? Methodological explanation; regional breakdown; drivers of biodiversity loss. https://ourworldindata.org/2024-living-planet-index

9. Anantam IAS / Clarity UPSC. (2026). Biodiversity Hotspots in India. Western Ghats: 7,402 plant species, 24 endemic genera, 114 endemic amphibians, 107 endemic reptiles. Eastern Himalaya: 10,000 plants, 3,160 endemic. India 4 hotspots, 17 megadiverse countries; updated NBSAP 2024. https://anantamias.com/biodiversity-hotspots-india/

10. WHO. (2025). Biodiversity, Climate Change and Health. Biodiversity and healthy ecosystems; clean air, fresh water, medicines and food security; zoonotic disease and biodiversity loss; joint WHO/CBD state of knowledge review. https://www.who.int/teams/environment-climate-change-and-health/climate-change-and-health/biodiversity

11. UNDRR / PreventionWeb. (2025). Biodiversity Loss (EN0501). Biodiversity and ecosystem services; human wellbeing impacts; IPBES 2019 citation; CBD Global Biodiversity Outlook 5. https://www.preventionweb.net/understanding-disaster-risk/terminology/hips/en0501

12. Convention on Biological Diversity. (2022). Kunming-Montreal Global Biodiversity Framework. 30×30 target; 30% land and sea under effective conservation by 2030; post-2020 global biodiversity goals.

13. Wilson, E.O. (1984). Biophilia. Harvard University Press. Innate human emotional affiliation with other living organisms; evolutionary basis for biophilia hypothesis.

14. Louv, R. (2005). Last Child in the Woods: Saving Our Children from Nature-Deficit Disorder. Algonquin Books. Urban children and biodiversity deficit; developmental consequences of nature disconnection.

15. Atharva Veda. Prithvi Sukta (Earth Hymn). ‘Mata bhumih putro aham prithivyah’ — The Earth is my mother; I am the son of the Earth. Vedic ecological philosophy and kinship with the living planet.

16. Maha Upanishad. Vasudhaiva Kutumbakam. ‘The world is one family.’ Ecological interdependence as philosophical foundation.

17. Kautilya/Chanakya (~4th century BCE). Arthashastra. Forest conservation prescriptions; wildlife protection; Rajadharma and natural resource management for sustainable yield.

18. Narayan Rout. KUTUMB: When Guests Became Masters — Amazon Bestseller. ES Square VJ Publication. (India’s civilisational relationship with the natural world.)

19. Narayan Rout. FLUXIVERSE: The Dance of Science and Spirit. Orange Book Publication. (Convergence of science and ancient Indian cosmological frameworks.)

Read Other Valuable and Related Insights

Dr. Narayan Rout

Author  ·  Independent Researcher  ·  Naturopath (BNYT)  ·  Engineer (BE)
Founder, TheQuestSage.com  ·  New Delhi, India

📚 Books:

Yogic Intelligence vs AI  ·  FLUXIVERSE  ·  KUTUMB ⭐ Amazon Bestseller

🔬 Research & Academic Profiles:

DOI: https://doi.org/10.5281/zenodo.20559230


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