Role of Machine Learning and Deep Learning in Forest Management Through Data Analytics DOI

Ravish,

Anurag Ambroz Singh,

Anjali Raghav

и другие.

Advances in environmental engineering and green technologies book series, Год журнала: 2024, Номер unknown, С. 247 - 272

Опубликована: Ноя. 29, 2024

Everyone must create a good framework to handle environmental, financial, and social issues if we are move towards sustainability. Many researchers have used artificial intelligence (AI) machine learning forward sustainable development goals by building highly efficient system that supports circular economy aligns the needs of current generation while safeguarding capacities future generations. Artificial has made significant progress in recent years, leading changes various industries including healthcare, transportation, agriculture, energy, media. This paper offers comprehensive analysis junction between sustainability together with several possible directions for next investigation.

Язык: Английский

Melding Artificial Intelligence and Remote Sensing Data for Real-Time Monitoring of Marine Biodiversity DOI
Sahil Lal, Manmeet Kaur Arora, Budi Agus Riswandi

и другие.

Practice, progress, and proficiency in sustainability, Год журнала: 2024, Номер unknown, С. 299 - 319

Опубликована: Июль 26, 2024

The biodiversity of the oceans provides us with key ecosystem services, however marine life is facing a multitude threats like pollution, climate change and over-exploitation. Action: Monitoring conservation strategies need to be put in place save these fragile ecosystems. focus this chapter on monitoring real-time using remote sensing artificial intelligence (AI). Advanced systems (such as TOPAZ system) use an ensemble Kalman filter assimilate satellite-measured sea-surface temperatures, heights, in-situ measurements from Argo profiling floats XBTs. These render three-dimensional (3D) comprehensive state picture ocean, which comprises temperature fields current structures rather than just projections. This focuses melding data for biodiversity.

Язык: Английский

Процитировано

11

Environment-Biodiversity Protection and SDG 15 (Life on Land) DOI
Bhupinder Singh, Christian Kaunert, Kittisak Jermsittiparsert

и другие.

Practice, progress, and proficiency in sustainability, Год журнала: 2024, Номер unknown, С. 259 - 282

Опубликована: Авг. 27, 2024

Land ecosystems provide a range of products, such as food, energy, and construction materials, in addition to essential services like carbon sequestration, soil quality maintenance, habitat supply for biodiversity, water flow management, erosion control. To maintain the diversity life on land, targeted efforts that preserve, restore, promote preservation sustainable use terrestrial other are required. Preventing loss successfully halting desertification, stopping reversing land degradation, managing forests sustainably main objectives SDG Goal 15. These need be protected order properly reduce adapt climate change. This chapter examines potential problems related Sustainable Development 15 (Life Land) by examining connections between environment, legal frameworks, biodiversity conservation.

Язык: Английский

Процитировано

5

Microclimate Performance Analysis of Urban Vegetation: Evidence from Hot Humid Middle Eastern Cities DOI Creative Commons

Sarah Al-Hajri,

Baqer Al-Ramadan, Md Shafiullah

и другие.

Plants, Год журнала: 2025, Номер 14(4), С. 521 - 521

Опубликована: Фев. 8, 2025

Urban heat islands (UHIs) pose a growing challenge in rapidly urbanizing areas, necessitating effective mitigation strategies to enhance environmental sustainability and human well-being. This study examined the role of vegetation regulating urban microclimates, focusing on its ability mitigate effects UHIs, promote thermal comfort, esthetics. The drew existing research that employed spatial analysis Geographic Information Systems (GIS) explore relationship between metrics reductions surface temperature. Municipal initiatives Khobar, Saudi Arabia, including tree-planting programs street humanization projects, aimed improve esthetics pedestrian experiences. Although these efforts enhanced livability, they lacked comprehensive ecological perspective, emphasizing need for integrate resilience, broader goals. demonstrated societal benefits activities linked plans achievement Sustainable Development Goals (SDGs). results highlighted importance incorporating green infrastructure development air quality, overall livability. paper proposed framework sustainable design, offering practical insights policymakers planners working create resilient, environmentally conscious communities extreme climates.

Язык: Английский

Процитировано

0

“Community wellspring: harnessing citizen science for sustainable development goal 6 in a smart city” DOI
Priyanka Kumaravel,

R. Velkennedy,

Venkatesh Baskaran

и другие.

Local Environment, Год журнала: 2025, Номер unknown, С. 1 - 19

Опубликована: Март 3, 2025

Язык: Английский

Процитировано

0

Digital technologies for the Sustainable Development Goals DOI Creative Commons
Dharmendra Hariyani, Poonam Hariyani, Sanjeev Mishra

и другие.

Green Technologies and Sustainability, Год журнала: 2025, Номер unknown, С. 100202 - 100202

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

0

Challenges and Opportunities in Implementing Open Government Data Initiatives in East Africa DOI Open Access

Ugwu Jovita Nnenna,

Ugwuanyi Ifeoma Perpetua,

Asuma Mariita Nchaga

и другие.

IAA JOURNAL OF SOCIAL SCIENCES, Год журнала: 2024, Номер 10(2), С. 1 - 11

Опубликована: Апрель 8, 2024

Open Government Data (OGD) initiatives in East Africa represent a transformative approach to governance, aiming promote transparency, accountability, citizen engagement, innovation, and economic development.These seek make government data openly accessible the public, empowering citizens scrutinize actions, monitor public spending, participate decision-making processes. However, implementation of OGD faces several challenges, including infrastructure limitations, quality availability issues, privacy security concerns, lack clear legal policy frameworks. Addressing these challenges requires significant investments technological infrastructure, management practices, capacity building, reform. Despite present numerous opportunities for driving positive change fostering socio-economic development Africa. By promoting participation, lay foundation more inclusive, responsive, prosperous society. Keywords: (OGD), Africa, Challenges, Opportunities, Governance

Язык: Английский

Процитировано

2

AI and ML Applications in Wildlife Conservation and Forest Management DOI
Hind Hammouch, Anjali Raghav

Advances in environmental engineering and green technologies book series, Год журнала: 2024, Номер unknown, С. 49 - 68

Опубликована: Ноя. 29, 2024

AI and ML have opened new avenues into wildlife conservation, linking efforts worldwide to improve forest management. However, a comprehensive review highlights the manifold applications of these technologies for biodiversity conservation natural resource These are automated species identification population monitoring predict habitat degradation anti-poaching strategies, all contributing immensely preservation Wildlife. This chapter outlines how AI-powered drones sensor networks can quickly monitor environments, find illegal actions as they happen, collect reams data on behavior. It also explores opportunities algorithms study intricate ecological inter-relationships, climate change effects & optimize restoration management activities. provide roadmap great promise that emergent hold in providing configurations Wildlife Conservation Forest Management promote Sustainable future.

Язык: Английский

Процитировано

1

Advancing Artificial Intelligence for Wildfire Prediction and Control DOI
Tarun Kumar Kaushik,

Ravish,

Anurag Ambroz Singh

и другие.

Advances in environmental engineering and green technologies book series, Год журнала: 2024, Номер unknown, С. 25 - 48

Опубликована: Ноя. 29, 2024

The advancements in data science, along with the digital and satellite technologies, have increased capabilities for using artificial intelligence (AI) fields of forestry wildlife. However, rapid expansion construction projects, agricultural activities, urban regions presents a substantial risk to biodiversity worldwide. Therefore, cutting-edge technology like domains forests might enhance effective monitoring, management, conservation forest resources. This chapter aims provide thorough overview global use AI machine learning (ML) algorithms sector protection. Moreover, this study investigates challenges faced during biodiversity. results would motivate officials, scientists, researchers, conservationists explore possibilities management

Язык: Английский

Процитировано

1

Artificial Intelligence and Machine Learning Technological Tools in Enhancing Efficiency in Wildlife and Forest Conservation DOI
Tarun Kumar Kaushik,

Ravish,

Anurag Ambroz Singh

и другие.

Advances in environmental engineering and green technologies book series, Год журнала: 2024, Номер unknown, С. 69 - 92

Опубликована: Ноя. 29, 2024

General enthusiasm surrounding the possibilities of AI, there are persistent concerns regarding its negative impacts, including substantial energy consumption and issues ethics. The evaluation has looked at several uses in fields building, transportation, healthcare, manufacturing, agriculture, water. Among numerous techniques used sustainability regression, DSS-based (Decision Support System) AI models RL (Reinforcement Learning) most often ones. assessment also provides direction on industrial sectors using strategies to include ideas sustainable development into their operations.

Язык: Английский

Процитировано

1

Navigating the Terrain of Sustainability Trajectories of Environment DOI
Bhupinder Singh, Christian Kaunert

Practice, progress, and proficiency in sustainability, Год журнала: 2024, Номер unknown, С. 355 - 374

Опубликована: Ноя. 22, 2024

The targeted actions that protect-restore and encourage the preservation sustainable use of terrestrial other ecosystems are necessary to support variety living forms inhabit land. Sustainable Development Goal (SDG) 15 focuses on preventing biodiversity loss, effectively combating desertification, reversing habitat land degradation managing forests sustainably. In addition providing vital functions like carbon sequestration, soil quality maintenance, provision for biodiversity, water flow management, erosion control, also provide a goods including food, energy building materials. These processes essential controlling climate, promoting agricultural output reducing danger natural disasters landslides floods. This chapter explores multifaceted challenges opportunities associated with SDG (Life Land) via focusing relationships between environment protection.

Язык: Английский

Процитировано

0