Conservation Of Endangered Species – Conservation Metrics, a US-based wildlife conservation organization, uses machine learning to monitor wildlife and plan conservation efforts. It uses an advanced AI-based solution to distinguish between elephant calls and other sounds in a rainforest. Furthermore, researchers use this data to estimate the elephant population and accurately identify individual elephants, monitor their movements in real time and save them from poaching. Artificial intelligence (AI) and machine learning (ML) are among the latest technological advances that have helped researchers and conservationists understand and protect endangered species. Additionally, it will discuss the top 10 ways to protect endangered species with the help of technology, including examples of AI/ML technology that can track endangered species and prevent species extinction.
Gramener, in partnership with Microsoft, has developed a species detection solution that uses AI/ML algorithms to detect fish species in real time, helping researchers monitor and analyze the population dynamics of any animal species.
Conservation Of Endangered Species
Gramener, under the Microsoft AI for Earth grant, also created a solution to monitor salmon species in the Nisqually River. This computer vision application was used to detect and count salmon in real time. Using camera traps, this ML-based solution helps researchers monitor and manage salmon population dynamics and take proactive steps to protect them from extinction.
Mauritian Wildlife Foundation
Predictive analytics can help researchers identify and monitor threats faced by endangered species. By analyzing data collected from diverse sources, such as satellite imagery, remote sensing and wildlife tracking devices, researchers can predict potential threats and take proactive measures.
Marwell Wildlife, a UK-based conservation company, uses predictive analytics to better understand the key challenges surrounding the Grévy’s zebra, an endangered species found only in northern Kenya and southern Ethiopia. With just 2,500 of these zebras remaining, Marwell is using the solution to identify factors that affect the zebra population. Furthermore, one of the factors that influence the death of grasses by the local population is the use of grass fat in traditional medicine.
Conservation drones are unmanned aerial vehicles that can collect data and images from hard-to-reach areas. These drones can be used to monitor the habitats of endangered species, track their movements and identify potential threats to their survival. Additionally, these drones have proven to be highly effective tools in wildlife conservation efforts.
The Colorado chapter of the Nature Conservancy used drones to track bison at the Zapata Ranch Conservancy. The drones could go where the team couldn’t. In another project, drones used attached infrared cameras to create layers of data to map and analyze poplar trees.
Endangered Species Day 2024
Satellite imagery can provide researchers with valuable information about the habitats and movements of threatened species. Researchers can also use this information to identify areas in need of protection and monitor the health of threatened species.
Gramener used Deep Learning to acquire aerial cameras to detect and classify elephants in African forests where they were poached. The solution, developed in partnership with Microsoft for Save the Elephants, uses high-resolution aerial imagery to track elephants in real time. Therefore, by being tracked in real time, elephants could be protected from poachers in the area. Here is an overview of the solution explained by our Chief Decision Scientist, Ganes Kesari.
Researchers can use networked sensors to monitor the behavior and movement of threatened species. Additionally, these sensors can be placed in habitats to monitor environmental conditions, detect potential threats, and provide real-time data on the behavior of threatened species.
Monitoring animal populations in urban areas, such as airports, is essential for their protection. SUAS (small unmanned aircraft systems) are being deployed with mounted sensors to monitor animal species without disturbing them in places that are difficult to access or navigate.
Conservation Of Endangered Species: Asian Elephants
Researchers can use environmental DNA, a non-invasive technique, to identify the presence of endangered species in their habitats. This technique involves collecting DNA samples from the environment, such as water or soil, and analyzing them to identify the presence of endangered species.
Currently, the World Wildlife Fund (WWF) uses eDNA techniques to understand the biodiversity of an area. Study the eDNA traces present in each geography to determine the species that live there.
Researchers can use remote-controlled video and photography to monitor the behavior and movement of endangered species and collect data on their behavior without disturbing their natural habitat.
WWF has set up remote camera traps around the world, in regions including southwestern Australia and Indonesia, to photograph animals such as tigers, rhinos and long-tailed dunnarts. The purpose of installing remote video cameras is to better understand the behavior of the species in question and the threats they face.
Cyprus Endangered Animals 2023
By using remote wildlife sound monitoring, researchers can easily monitor the vocalizations of endangered species. This innovative technology can offer valuable information about the behavior and movements of these species. Furthermore, it can help researchers identify potential threats to their survival.
In 2015, researchers declared the Coqui Ilanero frog to be endangered. This small Puerto Rican frog species has a unique appeal. Researchers are currently capturing this frog’s unique song through iPods installed in the wetlands of Puerto Rico to identify the health of the frog population. Additionally, this remote sound monitoring system can track any animal species with a detected song.
Researchers can use smart electronic collars to track the movement and behavior of endangered species. Additionally, these collars can provide real-time data on the location and behavior of threatened species, which can help researchers identify potential threats and take proactive steps to protect them.
WWF-Nepal uses smart GPS collars on animals such as snow leopards and tigers to study their roaming, mating and feeding patterns and also to protect them from poaching.
What Makes An Animal Endangered? By Tigerworldnc
By analyzing large amounts of data, AI algorithms can identify potential smuggling routes and predict future traffic activity. It can also help law enforcement agencies prevent wildlife trafficking and protect endangered species from illegal trade.
Wildlife trafficking is an illegal industry with a current value of $23 billion. AI models such as Microsoft’s Project SEEKER are used to identify any illegal wildlife items found in cargo at airports and shipping ports. Already installed at Heathrow Airport, it can automatically alert authorities when it detects the presence of an illegal wildlife item helping police.
Gramener’s penguin counting solution shows how technology can help protect endangered species, alongside salmon species detection and elephant monitoring solutions.
Gramener leveraged deep learning to identify penguins in drone footage of an island in Antarctica. The project helped researchers gain a better understanding of penguin populations and habitats, ultimately aiding conservation efforts. Furthermore, the use of AI in penguin conservation is an exciting development that shows great promise for saving these beloved animals from extinction.
Celebrating Earth Day With Animal And Forest Conservation Efforts
Protecting animal species doesn’t just work for them. It also plays an important role in maintaining the natural ecosystems that allow people to thrive. The question is not why we should save endangered species, but rather how. And that’s where the amalgamation of human intention and technology comes in.
If the biggest question you have is how to help endangered species, contact Gramener to discover some of our top solutions for reducing endangered species.
Priyanka Mishra is a creative content manager at Gramener. In addition to writing about Data Science, Priyanka enjoys reading about new concepts in marketing and emerging technologies. Sudan, the last male northern white rhino in Ol Pejeta Conservancy, Kenya. Sudan died on March 19, 2018. Photo credit: MEAACT/Stuart Price.
We are facing a global crisis of biodiversity loss. Tens of thousands of animal species disappear every year and around half of the world’s biodiversity has disappeared since the 1970s. These worrying trends show no sign of slowing down. In fact, population growth, widespread habitat destruction, invasive species, wildlife diseases and climate change are making the situation worse.
Conservation Success Stories From 50 Years Of The Endangered Species Act
To protect our planet’s biodiversity, we need new and innovative approaches. Fortunately, the rapid progress of the fourth industrial revolution in biotechnology is promising. New genetic and biotechnological tools are already being used in medicine and agricultural systems, particularly in crops and domestic animals. Biotechnology is advancing at a rate even faster than Moore’s Law, which saw the processing power of microchips double every two years while costs halved.
The cost of sequencing a genome has fallen from $100 million in 2001 to less than $1,000 today. Now we can not only read biological code faster, but also write and design with it in new ways.
Genetic scientists Craig Venter and Daniel Cohen stated that these advances indicate that the 21st century will be known as “the century of biology”. However, we are only exploring the potential applications of these tools to protect nature.
Biobanks store biological samples for research and as a backup resource to preserve genetic diversity. Examples include the San Diego Frozen Zoo, the Frozen Ark project, and many seed banks. The samples provide tissues, cell lines and genetic information that can form the basis for restoring and recovering endangered wildlife through genomic insights and reproductive technology, two of the other innovations detailed below. Collecting suitable samples for conservation purposes is a difficult task, both technically and logistically. We need better
Preservation And Conservation Part 1
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