Integration of the Agricultural Product Marketing Committee (APMC) or Mandis With the National Agriculture Market (ENM) it is helping farmers to obtain better prices for their products, says R Leshma Managna, assistant professor, GOA Bits.
“Mandis integration is a great advantage for the farmers Because you can see prices moving on the ENM platform. This prevents intermediaries from taking advantage of them, ”said Managna to Business line In an online interaction. The BITS Goa Assistant Professor has carried out a project sponsored by Nabard to collect primary data on Goa to evaluate the gap in the prices of agricultural products derived from the link between Mandis And in love platform.
Previously, farmers had no choice but to go through the diktats of the intermediaries or recover their production production if prices did not coincide with their expectations, he said.
“After the introduction of smartphones, Things have changed. If a Buyer quotos to low price, Farmers Tell Them What they see on the internet and refuse to accept the Low prices sacrificed by Buyers. This is also a Price to Price -That Toeing Givive Beeing Givea toeing gividing givea toeing gividing gividing givea toeing gividing gividing gividing gividing givea to Gídica Gividing Gividing Givea Toeing La givea de Givea gívica de Givea de Givea de Givea a Givea de Givea de Givea de Givea de Givea de Givea de Givea.
Two Conerns
Farmers have two Conerns. One is that they are not obtaining the price they want for the product, even if they provide higher quality products.
Managna said that his team’s study was to ensure that farmers could access the direct route and eliminate intermediaries in the system. He thought that the objective of the government when introducing in love was this, has time in the tasks to produce the desired results.
At least 60-70 percent of intermediaries have eliminated the bone, since once a farmer is recorded for ENM, he receives a message directly on his smartphone. Integration has also helped create a standard procedure for the quality of agricultural products that farmers bring, he said.
Initially, Enam was not operational in all places, but in the last five years, there have been many improvements.
Around 40 questions
The BITS GOA teacher and his team have presented a report draft to Nabard and are waiting to finish the report, which analyzed how Inters Intersion would help farmers. The team analyzed the prices of 23 products and occurred approximately 40 questions during the farmers survey in the western coastal region.
Managna, which has a bee looking for the prognosis of the prices of agricultural basic products through the evaluation of traditional stochanics models, automatic learning techniques and deep learning approaches in 23 products that use data from daily wholesale products, cars arise.
However, prices are not the compliance of the allocation for the foundations of supply and demand. Many interventions are happening on the government’s policy side. This has turned out that the farmer or the client does not obtain all the benefits, he said.
Agricultural markets work well after the introduction of Enam. However, initiatives such as automatic learning help to better forecast prices, said Managna.
Variables at soil level
“We already have some standard economic models, specific to statistical models. But we saw that these new automatic learning algorithms were working much better in terms of error or precision or in terms of predicting the tea soil,” he said.
The GOA professor and his BITS team have recently published an article on the use of the hybrid model to forecast prices. “Now we are investigating more variables at soil level, such as weather, soil and commercial tariffs,” he said.
The team got into automatic learning and algorithms in specific neural networks. “In our research, I discovered that recurring neuronal networks performed better than artificial neural networks in prediction (prices). The last 10-15 years were divided into tests and training in a 70:30 relationship,” he said.
The team now includes all the variables, including climate change, for a better pricing prediction. “Climate change is definitely having an impact on prices. We have to make sure we are presenting a solution, which is climate resistant agricultural productivity,” said Managna.
Posted on April 24, 2025