ISSN2320-2882
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Paper Title
Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet
Authors
Prashanth Vidya Sagar Thalluri , Dr. Bhagya Lakshmi Kodali
Keywords
Artificial Intelligence, Earth Observation, Biodiversity Monitoring, Climate Tech Investment, Sustainability.
Abstract
Artificial Intelligence (AI) rising on the horizon, is rapidly reshaping environmental science and sustainability practice by converting increasingly large and heterogeneous environmental datasets into operational knowledge. This paper synthesizes recent bibliometric studies, Earth-observation platform reports, and climate-tech investment analyses from 2019-2024 to (1) characterize current AI applications in remote sensing, biodiversity monitoring, water and waste management, and energy optimization and (2) present a near-term outlook through 2030 based on observed trends.
Key findings show accelerating publication and deployment activity in AI-environment research (notable growth since 2019), expanded access to Copernicus/Landsat data and in-cloud compute that lowers barriers for imagery-based AI workflows and a re-shaping of climate-tech funding with a rising share for AI-centered ventures. Representative operational areas now include automated land-cover change detection, camera-trap and acoustic species classification with human-in-the-loop validation and AI-driven demand/supply optimization in energy and water systems. Scenario forecasts (conservative CAGR assumptions) indicate approximately a doubling of AI-applied research outputs and significant growth in AI's share of climate-tech investment by 2030 -- contingent on continued open data access, cloud compute availability and cross-sector governance.
The paper mainly highlights three enablers (open EO data and CDSE access, affordable cloud/edge compute and pre-trained model hubs, hybrid human-AI workflows) and three risks (biased ground truth, ecological model mis-specification, governance gaps). Policy and research recommendations include standardized labelled datasets and benchmarks for ecological tasks, investment in interpretability and human-in-the-loop systems and multi-stakeholder governance to secure equitable environmental outcomes.
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IJCRT — journal style
"Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.13, Issue 12, page no.246-251, December 2025, Available :https://ijcrt.org/papers/IJCRTBJ02042.pdf
APA — 7th edition
Thalluri, P. V. S., & Kodali, B. L. (2025). Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet. International Journal of Creative Research Thoughts, 13(12), 246-251. https://doi.org/10.56975/ijcrt.v13i12.298159
MLA — 9th edition
Thalluri, Prashanth Vidya Sagar, and Bhagya Lakshmi Kodali. "Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet." International Journal of Creative Research Thoughts, vol. 13, no. 12, 2025, pp. 246-251, https://doi.org/10.56975/ijcrt.v13i12.298159.
Chicago — 17th, bibliography
Thalluri, Prashanth Vidya Sagar, and Bhagya Lakshmi Kodali. "Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet." International Journal of Creative Research Thoughts 13, no. 12 (2025): 246-251. https://doi.org/10.56975/ijcrt.v13i12.298159.
Harvard — author–date
Thalluri, P.V.S. and Kodali, B.L. (2025) 'Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet', International Journal of Creative Research Thoughts, 13(12), pp. 246-251. Available at: https://doi.org/10.56975/ijcrt.v13i12.298159
IEEE — numbered reference
P. V. S. Thalluri and B. L. Kodali, "Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet," IJCRT, vol. 13, no. 12, pp. 246-251, Dec. 2025, doi: 10.56975/ijcrt.v13i12.298159.
Vancouver — biomedical
Thalluri PVS, Kodali BL. Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet. IJCRT. 2025 Dec;13(12):246-251. doi: 10.56975/ijcrt.v13i12.298159
AMA — 11th edition
Thalluri PVS, Kodali BL. Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet. IJCRT. 2025;13(12):246-251. doi:10.56975/ijcrt.v13i12.298159
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRTBJ02042,
author = {Prashanth Vidya Sagar Thalluri and Bhagya Lakshmi Kodali},
title = {Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet},
journal = {International Journal of Creative Research Thoughts},
volume = {13},
number = {12},
pages = {246-251},
year = {2025},
month = {December},
issn = {2320-2882},
doi = {10.56975/ijcrt.v13i12.298159},
url = {https://doi.org/10.56975/ijcrt.v13i12.298159}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Thalluri, Prashanth Vidya Sagar
AU - Kodali, Bhagya Lakshmi
TI - Green Intelligence: Harnessing Artificial Intelligence for a Sustainable Planet
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 13
IS - 12
PY - 2025
SN - 2320-2882
DO - 10.56975/ijcrt.v13i12.298159
UR - https://doi.org/10.56975/ijcrt.v13i12.298159
SP - 246
EP - 251
ER -
Issue
Volume 13 Issue 12,
December-2025
Pages : 246-251
Article Information
- Published In
- International Journal of Creative Research Thoughts — Volume 13, Issue 12, December 2025
- Pages
- 246-251
- Published
- December 2025
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- Science and Technology
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- India
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