Skip to main content

Drones are Helping Protect Bird Nests

The advancement of mankind has for long been a threat to wildlife. The latest threats have come to the nesting birds on agricultural grounds which are being displaced from their habitats owing to agricultural activities.

The integration of drones along with thermal imaging cameras powered by artificial intelligence can be promising for the conservation of birds.
What is the current technology?

Physical inspections and thermal imaging on the ground have been practiced for years but not without its fair share of problems such as; dense vegetation, objects along the path of inspection.


What has been proposed?

Thermal Imaging of Farm
Integration of System

Researchers have devised an arrangement of drones equipped with thermal imaging sensors that will capture multiple heat-sensitive images which will be fed into an Artificial Intelligence-powered software to accurately map nests and inform co-ordinates for the nest which can be relocated before agricultural activities take place.

“The system works best under cloudy and cold conditions surveying uneven grounds.”

The system is currently being tested in Southern Finland with the test subject being a Northern lapwing bird.


How was the study conducted?


Thermal Imaging
Steps Under the Study
  • An appropriate field was chosen for the study (fig.A)

  • The drone is flown over a pre-programmed route(fig.B)

  • Thermal images are prepared by extracting co-ordinates of the boxes drawn around the nest.(fig.C)

  •  A neural network deep learning algorithm is applied to classify whether there is the presence of a nest. (fig.D)


Our Take on This

The use of drones in agriculture is ever-growing finding it’s application in precision agriculture, to monitor the real-time spread of disease amongst crops and maximizing efficiency. It takes off physical labor from the shoulders of humans while increasing the accuracy of detection. We believe integrating it into traditional agriculture would be a groundbreaking move when the world strives to move an inch closer to saving nature.


It would be worth watching how it behaves under different climatic conditions, habitat, and species.


Bibliography:

Nature

Future Farming

Comments

Popular posts from this blog

9 Techniques to Write Your Code Efficiently

(Photo by Oskar Yildiz on Unsplash ) It’s really easy to write efficient and faster code . Efficient code, not just only improves the functionality of the code but it can also reduce the time and space complexity of the programming. Speed is one of the major factors in deciding the quality of the code , for instance, your code might be producing the required result but it takes some time to execute then it will not be considered a quality code. An alternative approach to the same problem producing faster results will be considered better. The code should be clean i.e. comprehensible and readable so that it can be reused (saving the efforts of rewriting the whole program from scratch), adding new features, and making the process of debugging more easier. In this article, I will cover some simple tips and techniques which we can easily apply to make our code more elegant and efficient. "There is always more than one method to solve the problem." How to write code efficie...

Everything You Need to Know About Google Foobar Challenge

Recently, while searching a keyword “headless chrome” on Google I got an unusual pop-up on my window, with a message: "Curious developers are known to seek interesting problems. Solve one from Google?" I was surprised to see Google sending me a challenge to solve and I accepted it immediately! Clicking on “I want to play” landed me on Google’s Foobar page. It was Google Foobar Challenge! What exactly is Google Foobar Challenge? Google Foobar challenge is a secret hiring process by the company to recruit top programmers and developers around the world. And it is known that several developers at Google are hired by this process. The challenge consists of five levels with a total of nine questions , with the level of difficulty increasing at each level. What to do after getting the challenge? After selecting “I want to play” option you land on Foobar’s website which has a Unix-like shell interface, including some standard Unix commands like help, cd, ls, cat and etcetera . ...

Cheatsheet for NumPy: Essential and Lesser-Known Functions

(Photo by  Chris Liverani  on  Unsplash ) Numpy  ( stands for — Numerical Python ) is a library available in Python programming language, supporting matrix data structures and multidimensional array objects. This the most basic scientific computing library that we need to learn, to begin our journey in the field of data science. Numpy can compute  basic mathematical calculations  to make the process of creating advanced machine learning and artificial intelligence applications easier (by using comprehensive mathematical functions available within the library). Numpy allows us to  carry out various complex mathematical calculations effortlessly  along with several top-up libraries (like matplotlib, pandas, scikit-learn, etc.) built over it. This library is a great tool for every data science professional to  handle and analyze the data efficiently . Moreover, it is much easier to perform mathematical operations with numpy arrays in comparison ...

Followers