
Drop in Pune's ability to absorb carbon is a wakeup call for most Indian cities
The study, published in the journal Sustainable Futures, also found a 13% drop in Pune's flood mitigation potential, attributed to the disruption of natural drainage systems and unchecked construction along riversides and floodplains.These changes have heightened the city's vulnerability to flooding, especially as erratic monsoon patterns become more frequent.
The study points to the importance of preserving Pune's native landscapes its hills, rivers, and wetlands. (Photo: Getty)
Dr. Koparde emphasized the crucial role of Pune's native landscapes—its hills, rivers, and wetlands—which historically have acted as natural buffers against carbon emissions, heat, and flooding.advertisement'Our results underline the irreplaceable role of native geological and ecological features such as urban hills and wetlands in maintaining urban environmental health. As tropical metro cities like Pune expand, sustainable development can only be achieved by leveraging these native assets rather than undermining them,' he stated.The study calls for urgent policy interventions, including the protection and restoration of urban hills, wetlands, and riverside green buffers. It advocates for the adoption of ecosystem service valuation models and integrated urban planning frameworks to ensure that future growth is both ecologically balanced and data-driven.Dr. R. M. Chitnis, Vice-Chancellor of MIT-WPU, described the findings as a wake-up call for all rapidly urbanising Indian cities.'Science must guide policy, and sustainability must be central to all development. It is imperative that urban planning prioritizes ecological preservation alongside progress,' he said.As cities across India and the Global South grapple with climate change and urbanization, Pune's experience serves as a critical case study in balancing growth with environmental sustainability.Must Watch
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The Hindu
22 minutes ago
- The Hindu
Auroville researchers aim to ignite global interest in traditional mathematics education at Seoul meet
An Auroville research team will present a paper on the time-honoured mathematics pedagogy at the 9th East Asia Regional Conference on Mathematics Education (EARCOME 9) that is under way in Seoul, South Korea. A press note from Auroville said this marked the first time India was participating in this regional conference (July 18-22) and also represented 'a milestone in the global recognition of Indian mathematical pedagogy'. Sanjeev Ranganathan, Head of SAIIER (Sri Aurobindo International Institute of Educational Research) and IIT-Madras alumnus and Poovizhi, a mathematics teacher at Auroville School, will present a research paper on 'Indian Knowledge Systems and the Impact on Teachers When They Learn Indian Knowledge Systems and How They Interact with Children.' According to Mr. Ranganathan, the research revealed that most mathematical concepts taught in schools today originated in India but became distorted through centuries of cultural transmission. 'Functions on mathematics education: that is a mix of normal and formal mathematics. And the primary purpose of formal mathematics was that during colonial times, the work that was done by earlier mathematics was sort of discredited.' Among key discoveries that suffered from translation flaws were the mathematical concepts like 'sine theta' that originally described tangible concepts (the bending of a bow) but became abstract through Arabic-Latin translations, he said. Formal mathematics was also elevated over practical, observable mathematics during colonial periods. As a cumulative result, students today learn mathematics disconnected from real-world applications, leading to widespread math anxiety, Mr. Ranganathan added. The authors say there is compelling evidence from Auroville classrooms that support their findings on the effectiveness of traditional models, most demonstrably so, when mathematical concepts are taught through native languages. Imparting mathematical knowledge in the Indian knowledge tradition went beyond the pedagogical to represent a method, an approach, said Jayanti S. Ravi, Additional Chief Secretary of Gujarat and Secretary of Auroville Foundation, who, the press note said, held a sustaining interest in supporting the research project. Referring to the 'worldwide crisis in mathematics education' and widely prevalent math phobia, Ms. Ravi noted that a number of students wound up completely alienated from the branch mid-way into schooling. 'So, we lose out on the STEM constituency'. The Auroville Secretary mooted exploring alternative ways to popularise traditional educational models at a scale across India, potentially to the level of a mass movement, and also evoke global curiosity. The implementation plan includes conducting a series of teacher training workshops across India, curriculum integration with existing educational standards and certification programmes in collaboration with international universities.


Time of India
31 minutes ago
- Time of India
Dreaming of a career in AI? These US universities are leading the charge
Image credit: Pexels In the age of machine learning, big data, and artificial intelligence (AI), the demand for data science professionals has skyrocketed. With every industry—from healthcare to finance—being reshaped by algorithms, the academic pursuit of AI and data science has surged dramatically. According to market research firm Statista, the global AI market is expected to cross $1.8 trillion by 2030, a figure driven not just by innovation but also by a growing talent pipeline rooted in higher education. The United States stands at the heart of this revolution, home to some of the world's most prestigious institutions for data science and AI. In the QS World University Rankings by Subject 2024 (Data Science & Artificial Intelligence), US universities dominate the top spots, reflecting both academic excellence and real-world impact. Here are the top five US universities that are shaping the future of AI: Massachusetts Institute of Technology ( MIT ) Global Rank : 1 Overall Score : 96.6 MIT's leadership in AI is indisputable. With decades of innovation, from the MIT-IBM Watson AI Lab to the Computer Science and Artificial Intelligence Laboratory (CSAIL), the institute continues to produce cutting-edge research and industry-ready graduates. Its interdisciplinary approach to ethics, machine learning, and neural networks places it at the pinnacle of global AI education. by Taboola by Taboola Sponsored Links Sponsored Links Promoted Links Promoted Links You May Like Buy the Dip: Top 5 Dividend Stocks with Growth Potential Seeking Alpha Read More Undo Stanford University Global Rank : 2 Overall Score : 96.1 Nestled in Silicon Valley, Stanford has been a pioneer in artificial intelligence since the 1960s. The university is closely integrated with tech giants like Google and NVIDIA, and its AI Lab is known for producing world-class researchers and entrepreneurs. Stanford's curriculum combines strong theoretical foundations with entrepreneurial applications, making it a magnet for global talent. Carnegie Mellon University (CMU) Global Rank : 3 Overall Score : 95.9 Carnegie Mellon's School of Computer Science consistently ranks among the best in the world. CMU's AI programmes are deeply research-driven, with initiatives like the Robotics Institute and Language Technologies Institute pushing boundaries in natural language processing, computer vision, and autonomous systems. The university's rigorous coursework and hands-on labs prepare students for real-world AI challenges. University of California, Berkeley Global Rank : 4 Overall Score : 95.3 UC Berkeley is home to the Berkeley Artificial Intelligence Research (BAIR) Lab, which fosters collaboration between students, faculty, and industry experts. Its emphasis on open-source AI tools and public impact has led to significant breakthroughs in deep learning and ethics in AI. Berkeley's strength lies in its blend of academic rigor and social responsibility. Harvard University Global Rank : 6 Overall Score : 93.2 Harvard brings a unique interdisciplinary flair to data science, combining its strengths in computer science, statistics, and ethics. The university's Data Science Initiative and collaborations with MIT's AI research amplify its reach. With a focus on responsible AI and data governance, Harvard prepares students to lead with both technical prowess and moral clarity. The Takeaway These top US institutions are not just academic beacons—they're the nerve centers of a global AI transformation. Their influence shapes public policy, fuels start-ups, and informs ethical AI use worldwide. As demand for skilled professionals intensifies, students seeking to shape the future of machine intelligence would do well to look toward these elite universities. Ready to navigate global policies? Secure your overseas future. Get expert guidance now!


Indian Express
an hour ago
- Indian Express
Daily subject-wise quiz : Environment and Geography MCQs on fluoride content in groundwater, biofuel, primates and more (Week 119)
UPSC Essentials brings to you its initiative of subject-wise quizzes. These quizzes are designed to help you revise some of the most important topics from the static part of the syllabus. Attempt today's subject quiz on Environment and Geography to check your progress. 🚨 Click Here to read the UPSC Essentials magazine for July 2025. Share your views and suggestions in the comment box or at Consider the following: 1. Loss of fertile land 2. Water table depletion 3. Riverbed degradation How many of the above environmental damages are caused by illegal sand mining? (a) Only one (b) Only two (c) All three (d) None Explanation — Illegal sand mining causes environmental damage such as riverbed degradation, loss of aquatic habitat, increased turbidity, water table depletion, soil erosion, flooding, infrastructure damage, loss of fertile land, negative impact on local ecosystems, decreased water quality, and a risk to the ecological balance of the riverine regime. Therefore, option (c) is the correct answer. With reference to the fluoride content in groundwater, consider the following statements: 1. Tamil Nadu has the maximum fluoride content in groundwater. 2. Fluoride contamination over 1.50mg/litre is deemed unfit for drinking purposes. Which of the statements given above is/are correct? (a) 1 only (b) 2 only (c) Both 1 and 2 (d) Neither 1 nor 2 Explanation — Excess fluoride increases the risks of disease conditions like skeletal fluorosis, accelerates the rate of dental decay and can cause other human health hazards, especially among children. — Even though fluoride is among the many minerals found naturally in groundwater, the nationally permissible limit is 1.50 milligrams/litre. Contamination over 1.50mg/litre is deemed unfit for drinking purposes. Hence, statement 2 is correct. — Fluoride is discharged and mixed with groundwater as a result of the leaching and dissolving of fluoride-bearing minerals in the host water aquifers. — The average fluoride concentration in groundwater was greater in dry, western Indian areas. Rajasthan topped the charts, with pre-monsoon concentrations of 1.41mg/litre and post-monsoon concentrations of 1.44mg/litre, both of which were near to India's maximum allowable limit. Hence, statement 1 is not correct. Therefore, option (b) is the correct answer. With reference to the primates, consider the following statements: 1. Female dominance in many primate groups develops through reproductive control rather than physical prowess. 2. Male dominance is common in primate societies. Which of the statements given above is/are correct? (a) 1 only (b) 2 only (c) Both 1 and 2 (d) Neither 1 nor 2 Explanation — A new study seems to suggest that male dominance is rare in primate societies, as most species have females holding equal or more power. Hence, statement 2 is not correct. — The study, 'The evolution of male-female dominance relationships in primate societies', seems to break long-standing assumptions about gender roles. Published in the Proceedings of the National Academy of Science (PNAS), the groundbreaking study has changed our understanding of gender and power dynamics in the animal kingdom. — Overall, the researchers discovered that male dominance occurred in only 25 of 151 groups, with males winning more than 90% of bouts against the other sex. Only 16 communities had female domination, while the remaining 70% of tribes had no dominant sex or only minor dominance. — The study also calls into question the idea that force is always the foundation of power. Female dominance in many primate communities arises from reproductive control rather than physical prowess. Hence, statement 1 is correct. — Male dominance can be evident in terrestrial species (where strength is important), sexually dimorphic species (groups with larger, stronger men), and polygynous societies (where males compete for several females). Therefore, option (a) is the correct answer. Which of the following species can withstand temperatures up to 100 degrees Celsius? 1. Thermophiles 2. Tardigrades 3. Pompeii worm Select the correct answer using the codes given below: (a) 1 and 2 only (b) 2 only (c) 1, 2 and 3 (d) 3 only Explanation Pompeii worm — Found hanging around deep-sea hydrothermal vents, the Pompeii worm doesn't flinch at boiling water. It lives in areas where the temperature can go up to 105°C. — These worms have bacteria living on their backs, acting as a heat shield. It's a strange but genius partnership: the bacteria help the worm survive, and in return, they get a cosy home. Tardigrades — If there were a 'Toughest Creature Alive' contest, tardigrades would probably win. These microscopic animals can survive nearly anything — freezing cold, extreme heat (up to 150°C), radiation, dehydration, and even outer space, according to scientific experiments. Heat-loving microbes (Thermophiles) — Some of them thrive in boiling geysers or hot springs at over 120°C. One particular species, nicknamed 'Strain 121,' survives at autoclave temperatures (121°C). Therefore, option (c) is the correct answer. Rat-hole mining is prevalent in: (a) Sikkim (b) Jammu and Kashmir (c) Kerala (d) Meghalaya Explanation — Rat-hole mining, a method of extracting coal from narrow, horizontal seams, is common in Meghalaya. The term 'rat hole' refers to narrow pits dug into the ground, usually only large enough for one person to descend and extract coal. — After digging the pits, miners use ropes or bamboo ladders to descend to the coal seams. The coal is then physically removed with rudimentary instruments like pickaxes, shovels, and baskets. — Rat hole mining causes severe safety and environmental risks. Mines are often unregulated, with no safety measures such as sufficient ventilation, structural support, or worker protective equipment. Furthermore, the mining process can result in land degradation, deforestation, and water contamination. Therefore, option (d) is the correct answer. With reference to biofuel, consider the following statements: 1. Sugarcane-based ethanol results in overall negative greenhouse gas (GHG) emissions. 2. The use of maize for biofuel has turned India from an importer to surplus producer and exporter of the feed grain. Which of the above given statements is/are true? (a) 1 only (b) 2 only (c) Both 1 and 2 (d) Neither 1 nor 2 Explanation — Bioethanol can be easily generated from sugarcane, beet juice, rice, maize, and other grains. Notably, the use of maize for biofuel has turned India from a surplus producer and exporter to an importer of the feed grain. At the same time, debates are on over allowing imports of genetically modified maize for ethanol production. — The US is the largest producer of ethanol, with more than 16 billion gallons produced in 2024. This is followed by Brazil. While ethanol produced in the US is primarily produced from corn, Brazil mainly produces its ethanol from sugarcane. In 2022, India also reached a record landmark of producing more than one billion gallons of ethanol and is now contributing around 5 per cent to the total global ethanol production. — Compared to the US, ethanol produced in Brazil has a lower environmental impact due to integrated processing: waste bagasse from sugarcane is used to generate power for distilleries; molasses is used for cattle feed; surplus bagasse is pressed with binder to produce boards and construction material; and boiler ash serves as a source of phosphate. Therefore, option (a) is the correct answer. The new 'Super Swachh League' category of the Swachh Survekshan 2024–25 awards does not include which of the following cities? (a) Ahmedabad (b) Indore (c) Surat (d) Vijayawada Explanation — Ahmedabad was named the cleanest big city in the country in the Swachh Survekshan 2024-25 awards, followed by Bhopal and Lucknow, even as past winners, including Indore and Surat, were moved to a new 'Super Swachh League' category that was kept out of the nationwide ranking. — This new category of Super Swachh League Cities, included Indore, Surat, Navi Mumbai and Vijayawada in cities with more than 10 lakh population; and Noida, Chandigarh, Mysuru, Ujjain and Gandhinagar among cities with 3 lakh to 10 lakh population. Therefore, option (a) is the correct answer. In the run-up to the Bonn climate talks, which began recently, India enlisted the support of other developing countries in demanding that a separate agenda item be opened to discuss the implementation of Article 9.1 of the Paris Agreement. What does Article 9.1 of the Paris Agreement say? (a) Parties should take action to conserve and enhance, as appropriate, sinks and reservoirs of greenhouse gases including forests. (b) Developed country Parties shall provide financial resources to assist developing country Parties with respect to both mitigation and adaptation in continuation of their existing obligations under the United Nations Framework Convention on Climate Change. (c) In order to achieve the long-term temperature goal, Parties aim to reach global peaking of greenhouse gas emissions as soon as possible. (d) Parties share a long-term vision on the importance of fully realizing technology development and transfer in order to improve resilience to climate change and to reduce greenhouse gas emissions. Explanation — In a small but important victory in climate negotiations, developing countries led by India have managed to force a reopening of discussions on the obligations of developed nations to 'provide' finance, and not just make efforts towards 'mobilising' financial resources, for climate action. — The Paris Agreement obligates the developed nations to both 'provide' finance (Article 9.1) as well as 'take the lead in mobilising climate finance' (Article 9.3). The two are related but independent obligations. One does not replace, or take precedence over, the other. Therefore, option (b) is the correct answer. Daily Subject-wise quiz — History, Culture, and Social Issues (Week 117) Daily subject-wise quiz — Polity and Governance (Week 119) Daily subject-wise quiz — Science and Technology (Week 119) Daily subject-wise quiz — Economy (Week 119) Daily subject-wise quiz — Environment and Geography (Week 118) Daily subject-wise quiz – International Relations (Week 118) Subscribe to our UPSC newsletter and stay updated with the news cues from the past week. Stay updated with the latest UPSC articles by joining our Telegram channel – IndianExpress UPSC Hub, and follow us on Instagram and X.