Benthic Organism Intelligent Recognition System: Enabling Water Ecological Monitoring to Move Beyond “Human Dependency” and Enter the “AI-Precision Era”

As a technology service provider deeply engaged in the intelligent monitoring of ecological environments, Dandong Ruite Technology Co., Ltd. consistently focuses on benthic organism identification. “ Low efficiency, unstable accuracy, and poor regional adaptability. ”  Addressing three major industry pain points, the company’s R&D team has developed an intelligent identification system for benthic organisms, aiming to provide innovative technological solutions for aquatic ecological monitoring. “ Fast, accurate, and economical. ”  The end-to-end solution.

1. Why did we develop this system? —— We understand the industry—and even more, we understand your pain points.

For a long time, benthic organism identification—being a core component of water quality assessment and ecological health diagnosis—has been constrained by traditional approaches:

1 , reliance on manual identification  20  Experts with over one year of experience—national shortage of professional talent exceeds... 70% , grassroots monitoring often due to... “ No one will recognize it. ”  Slow down the progress;

2 , resolution under a microscope  0.5  The mouthparts of midge larvae and the bristles of tubifex worms not only take time (processing a single sample... 3  Hour + ), and is also easily caused by fatigue. 20% The above counting error;

3 General-purpose identification tool “ Not adapting to the water and soil. ” , of northern rivers “ Fengcheng phlebotomine midge ” Salt-tolerant organisms in southern estuaries are often misidentified due to the absence of data in databases, which affects the accuracy of monitoring conclusions.

4 It is precisely in light of these industry challenges that we have spent a great deal of time. 2 That year, we visited multiple river basins across the country to collect samples, ultimately creating this set. “ It’s really practical and works great! ”  The intelligent recognition system.

II. Core System Capabilities: 2 Great advantage—solves your problem. 90% The monitoring challenge

We don’t do it. “ Show-off technology ” , just do it “ Practical solution ” Each capability of the system corresponds to your actual needs:

1.  Deeply Integrated Convolutional Neural Networks: More Stable and Faster Than Veteran Experts “ Electronic eye ”

A deeply integrated convolutional neural network enables rapid and highly accurate intelligent identification of benthic organisms. This system mimics the human visual neural processing mechanism and employs a hierarchical architecture comprising convolutional layers, pooling layers, and fully connected layers to perform multi-scale feature extraction from images of benthic organisms. Trained on an enormous dataset of biological samples, the network architecture can autonomously learn subtle yet critical distinguishing features among different species. By leveraging analytical processes such as feature space mapping, pattern matching, and probabilistic classification, the system’s overall recognition accuracy is significantly enhanced. At the same time, the system exhibits strong adaptability and generalization capabilities. By incorporating adaptive optimization algorithms, the model demonstrates robust performance in complex environments and supports incremental learning and identification of unlabeled biological samples.

2.  Million-level local database: Your “ Dedicated Biological Atlas ” , refuse “ Not adapting to the water and soil. ”

Covering the whole country 3 Large habitat (river)  /  Lake /  Nearshore wetlands), included 500 + Genus and species, 120 Ten thousand microscopic images, ranging from salt-tolerant organisms at the mouth of the Yalu River to freshwater snails in the Pearl River, are included. “ Dedicated feature template ”；

3. What can you gain by choosing us? —— More than just a system—it’s a long-term partner.

1 What we offer is not... “ Just sell it off. ”  not the product, but rather “ Full-cycle service support ” Efficiency Improvement: 1  Person 1  The sample is processed by the day from 20  increased to 300 portion, shortened monitoring cycle 80%；

2 Cost optimization: Reduced labor costs  60% , no longer need to worry about “ Please, experts. ” Pay a high consulting fee;

3 Data reliability: The system is certified by the National Environmental Protection and Environmental Monitoring Instrument Quality Supervision and Inspection Center, and the data can be directly used for official reports and ecological assessments.

IV. Our Goal: To enable monitoring personnel to... “ Staying up late in front of the microscope ” , turn to “ Ecological decision-making analysis ”

This system isn’t meant to replace human experts—it’s designed to free their hands. —— Let them no longer have to do it every day. 8  Instead of spending hours staring at a microscope, we’re focusing our energy on diagnosing more fundamental ecological issues and tracing the origins of pollution.

Protect the underwater.  " Lively society " First, we need to understand their living conditions. The benthic organism intelligent recognition technology acts like a bridge, enabling us to overcome the barriers posed by water bodies. Dandong Ruite Technology Co., Ltd. invites you to delve deeper into that mysterious yet vital underwater world.