#paddy export data

[exportimportdataa]

Discover how to start paddy export from India with data, HSN codes, top exporters, key markets, and step-by-step documentation guidelines.

[viexports]

Which Companies Are Leading Basmati Rice Exports from India?

When it comes to aromatic and long-grain basmati rice, India stands tall as the undisputed leader in global exports. Renowned for its distinctive fragrance and delicate texture, basmati rice is a staple in cuisines worldwide. But behind every grain of this premium rice is a network of companies working tirelessly to ensure that it reaches international markets. In this blog, we’ll explore the top companies leading basmati rice exports from India, delve into the factors behind their success, and discuss what the future holds for this thriving industry.

Know The Basmati Rice Export Industry

Basmati rice, celebrated for its unique flavor and texture, has carved out a significant niche in the global market. This aromatic variety, predominantly grown in the foothills of the Himalayas, is cherished for its long grains and fluffy texture when cooked. The export of basmati rice from India has seen remarkable growth over the years, thanks to the increasing global demand for premium quality rice. According to the Export-Import Data Bank, India exported over 4.5 million tonnes of basmati rice in the past fiscal year, reinforcing its status as a leading basmati rice exporter in India.

Top Companies Leading Basmati Rice Exports

Vi Exports India: The Industry Giant

When discussing leading basmati rice exporters, Vi Exports India emerges as a prominent player. Vi Exports has set the benchmark for quality and efficiency. Their commitment to maintaining high standards of production and their extensive network of international clients underscore their dominance in the market. They offer a diverse range of basmati varieties, catering to various global preferences.

Other Major Players in the Export Scene

Besides Vi Exports India, several other companies are significant contributors to the basmati rice export industry. Companies like Kohinoor Foods, Empire Basmati, IndiaGate Foods, and Daawat are noteworthy. Each of these companies has established a strong presence in international markets through their dedication to quality and innovation. Kohinoor Foods, for instance, is known for its premium quality rice and extensive global distribution network. Meanwhile, Amira Nature Foods has carved a niche in the Middle Eastern markets with its high-quality basmati offerings.

Key Factors Behind Their Success

Quality Control and Production Standards

The success of these leading exporters is largely attributed to their rigorous quality control measures and adherence to high production standards. From selecting the finest paddy to employing state-of-the-art milling processes, these companies ensure that their basmati rice meets international quality standards. The use of advanced technology in processing and packaging also plays a crucial role in preserving the rice's aroma and texture.

Innovations and Technology in Exporting

Innovation is another key factor driving the success of top basmati rice exporters. Companies are continuously investing in technology to enhance their production capabilities and streamline their supply chains. This includes implementing advanced sorting and packaging technologies to ensure that every grain of rice meets the highest standards of quality.

Strategic Market Penetration and Branding

Effective market penetration strategies and strong branding have also contributed to the success of these companies. By understanding and adapting to the preferences of different markets, these exporters have been able to build strong brand identities. For example, Daawat rice is recognized for its premium quality in various international markets, thanks to its strategic branding and marketing efforts.

Future Trends and Predictions

Emerging Markets for Basmati Rice

Looking ahead, emerging markets in regions like Africa and South America present new opportunities for basmati rice exporters. As these markets grow and develop, there is increasing demand for premium quality rice, which Indian exporters are well-positioned to supply.

How Companies Are Adapting to Market Changes

To stay ahead, companies are focusing on sustainability and ethical practices. This includes efforts to reduce environmental impact and improve labor conditions. By embracing these practices, exporters not only meet regulatory requirements but also appeal to increasingly conscious consumers.

Sustainability and Ethical Practices in Basmati Rice Exporting

Sustainability is becoming a crucial factor in the basmati rice export industry. Companies are investing in eco-friendly practices and sustainable farming methods to ensure that their operations have a minimal environmental impact. This shift towards more ethical practices is expected to become a key differentiator in the global market.

In conclusion, the success of India's leading basmati rice exporters can be attributed to their unwavering commitment to quality, innovation, and strategic market engagement. As the global demand for premium basmati rice continues to rise, these companies are well-positioned to maintain their leadership in the industry and adapt to evolving market trends.

[chemanalystdata]

Polycarbonate Prices: Market Analysis, Trend, News, Graph and Demand

North America

The North American Ammonium Nitrate market displayed fluctuating pricing trends in Q4 2024, with relative stability in October and November followed by a modest uptick in December. Despite volatility in feedstock costs—particularly Ammonia and Nitric Acid—prices remained largely unchanged during the initial months, primarily due to subdued seasonal demand from the fertilizer sector as agricultural activities slowed post-planting season.

Conversely, industrial demand—especially from mining and explosives applications—remained stable, lending some support to market fundamentals. On the supply front, adverse weather conditions, including hurricanes and low water levels on the Mississippi River, disrupted logistics and impacted production and import flows. Additional supply chain pressure came from labor strikes in Canada, although strategic inventory management helped prevent significant shortages.

By December, a combination of slight supply tightness and marginal increases in feedstock prices triggered a gradual rise in Ammonium Nitrate pricing. Fertilizer buyers remained cautious, delaying major purchases in anticipation of winter fill and spring prepay discounts. Overall, the quarter reflected a balanced market, where steady industrial demand counteracted seasonal agricultural weakness and ongoing supply constraints.

Get Real time Prices for Ammonium Nitrate: https://www.chemanalyst.com/Pricing-data/ammonium-nitrate-1216

Asia-Pacific

The Asia-Pacific Ammonium Nitrate market experienced mixed pricing patterns throughout the quarter, shaped by regional supply-demand dynamics, logistical bottlenecks, and weather-related disruptions. In Indonesia and China, prices declined despite higher Ammonia feedstock costs, as robust domestic production and healthy inventory levels ensured market stability. Weak export demand—especially from the Philippines and New Zealand, where agricultural activity was hampered by inclement weather—further pressured prices.

In China, logistical issues such as port congestion at Shanghai and Ningbo, coupled with heavy rainfall, delayed imports and disrupted regional supply chains. Vessel bunching and extended turnaround times added to the strain. Southern Asia-Pacific regions faced crop damage risks due to excessive rainfall, affecting sugarcane, oil palm, and fruit yields, while central areas maintained stable paddy cultivation supported by adequate irrigation.

Manufacturers across the region kept production levels steady, navigating rising feedstock costs with effective planning. In India, however, prices edged slightly upward, driven by pre-Rabi season restocking of fertilizer supplies. Overall, the market reflected a patchwork of regional trends influenced by weather, logistics, and localized demand shifts.

Europe

In Europe, Ammonium Nitrate prices trended downward in Q4 2024 amid sluggish demand from core sectors like agriculture and an ongoing oversupply situation. Despite an increase in Ammonia feedstock costs and temporary production disruptions—such as the shutdown of a Norwegian gas platform—market prices remained under pressure due to high inventory levels.

In the UK, December saw a brief price surge attributed to export delays from key European suppliers and broader supply chain disruptions. However, this was offset by inconsistent buyer activity, largely influenced by fluctuating weather patterns and uncertainty surrounding the winter planting season.

Across the region, weak agricultural demand combined with logistical issues like port congestion painted a picture of a strained market. High input costs and unpredictable weather continue to shape the outlook, with supply currently outpacing demand and pricing momentum subdued.

Get Real time Prices for Ammonium Nitrate: https://www.chemanalyst.com/Pricing-data/ammonium-nitrate-1216

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[cabotcovecorpse]

Exciting New Tools for Designers, July 2024

July 01, 2024

Welcome to this July’s collection of tools, gathered from around the web over the past month. We hope you’ll find something here to make work just that little bit easier. Enjoy!

Sometimes inspiration is slow in coming when faced with a blank screen. This aptly named AI design helper can get you started with color schemes and font suggestions.

The trend of remote working is becoming increasingly common among designers and developers. This platform is designed for remote workers who wish to make the most of their location independence by arranging home swaps that meet their technical needs.

Gluetrail can create articles and enhanced videos from a single screen recording, which could really speed up the process of making guides and tutorials. It’s a browser extension, currently Chrome only.

Linktopia describes itself as a link building community for founders. You submit blog articles to receive backlinks and send link requests to boost your SEO. All submissions are checked manually.

While there are existing font identifier browser extensions that work on Safari, they only work on desktop. What Font for Safari has been built specifically for Safari and works across all current Apple devices.

Koosh simplifies video embedding using pre-designed templates for single and multiple videos. It also has options for adding interactions.

Spending an hour here and there accidentally browsing is a common pitfall of working on the web. Tell Intentional what you’re working on, and it will stop you from accessing anything irrelevant.

The Figgy web app helps you track your design contributions and monitor your productivity by displaying your Figma activity in a GitHub-style contribution chart.

There are lots of task timers out there, but Bubble Time (currently for iPhone only) may have the most enjoyable and stress-free interface. Additionally, it does not collect any data.

Uizard has added a conversational modality to Autodesigner, allowing you to use plain English in prompts to generate or edit UI components or component sets.

Portfolo lets you create an online showcase for your work, using markdown. It’s simple and fast, allowing you to focus on the work you want to show.

This AI image generator from Icons8 has been trained on the illustrations created by Icons8’s own team of artists. You can get a set of consistent images, with no legal or ethical issues.

DynaUI is a set of animated components built with React, Tailwind CSS, and Framer Motion. The smaller components are free, while a one-off payment gets you page sections and templates.

The Dualite plugin for exporting Figma to code has had a major update. The new features are Component Mode, for generating reusable code components, and Page Mode for converting animations and pages to code.

Most To Do lists expect you to prioritize tasks yourself: One Task uses AI to do the prioritizing for you. If you feel overwhelmed trying to decide what to do next this might be the answer.

Paddi MacDonnell

Read more here https://www.vingle.net/d5media

[shahananasrin-blog]

[ad_1] Farmers in India have sown kharif crops across 979.88 lakh hectares so far this year, as against 972.58 lakh hectares in the same period of last year, according to the latest data from the Agriculture Ministry.On a yearly basis, the sowing is around 1 per cent higher.Commodity-wise, paddy sowing is at 328.22 lakh hectares, as against 312.80 lakh hectares same period last year. Notably, India in July amended the rice export norms by putting non-basmati white rice, a major export item, in the "prohibited" category.For pulses, comprising arhar, urad, moong, and kulthi, among others, the sowing is, however, lower year-on-year. Agriculture ministry data showed the total pulses sowing so far this kharif is 113.07 lakh hectares, as against 122.77 lakh hectares last year.Further, the sowing of oilseeds, which groundnut, soybean, sunflower, sesame, and others, too were marginally lower at 183.33 lakh hectares, as against 184.61 lakh hectares.Sugarcane farmers have so far sown crops across 56.06 lakh hectares, as against 55.20 lakh hectares last year, data showed.India has three cropping seasons -- summer, kharif, and rabi.Crops that are sown during October and November and the produce harvested from January-March depending on maturity is Rabi. Crops sown during June-July and dependent on monsoon rains are harvested in October-November are kharif. Crops produced between rabi and kharif are summer crops. [ad_2]

[creatiview]

[ad_1] Rice prices have soared to their highest since November 2011 with the production of the cereal projected to drop by 2.7 per cent during the current season (August 2022-July 2023), the Food and Agriculture Organisation (FAO) has said.  “Rice production is downgraded somewhat, largely on account of an area-based reduction for China, which overshadowed revisions for other countries, most notably an upgrade for Bangladesh,” the FAO’s Agricultural Market Information System said in its latest report.  Aromatic ones strengthen Separately, the UN organisation’s Rice Price Update said international prices of rice opened on a firm note in January. FAO’s all rice price index averaged 126.4 points in January, up 6.2 per cent over December. Prices of aromatic rice also strengthened by 9.8 per cent, sustained by demand for the (Chinese) Lunar New Year celebrations, preparative purchases for Ramadaan and post-harvest surge in Pakistan basmati quotations, the update said. According to AMIS, rice production this season is projected at 511.6 million tonnes (mt) against 525.5 mt last season. Utilisation or demand is anticipated to remain close to the 2021-22 peak at 519.5 mt (521.4 mt last season), while supply has been projected at 708.6 mt (719.3 mt).The demand is expected to remain near peaks as food intake expansion will compensate for a cut in other uses of rice. Trade is seen lower at 52.8 mt (55.5 mt) as countries in Asia and Africa are likely to prune imports.  Thai gains pronounced Ending stocks are likely to be 2.3 per cent lower than last season at 192.5 mt, though they will be the third-highest on record. The Rice Update said Asian quotations firmed up across all major origins in January. The most pronounced gains were in Thailand, where the Baht rose to a 10-month high. Sentiments were further boosted by Indonesian purchases.Short-supplies due to a flood-reduced crop and “persistently inflationary pressure” compounded local demand for rice in Pakistan. Problems in wheat supply also drove up rice prices in the neighbouring country.Prices increased in India, Vietnam and Brazil as the dollar strengthened. In Vietnam, availability was tight ahead of the winter-spring harvest, while in India record procurement by the government and a smaller kharif crop pushed up prices.  Prices down a tad now Meanwhile, as per data from Thai Rice Exporters Association, prices have softened a tad, though India’s parboiled rice prices have gained $5 a tonne over the past 10 days.Thailand’s 5 per cent broken rice declined to $511 a tonne from $523, while its 25 per cent broken white rice slid to $500 from $511. Its parboiled 100 per cent sortexed quoted at $517, down from $523.India’s 5 per cent broken was quoted at $440-44 ($443-47), 25 per cent broken at $427-31 ($428-32) and parboiled at $395-99 ($388-92). Pakistan’s 5 per cent broken dipped to $483-487 ($488-92), 25 per cent broken was unchanged at $458-462 and parboiled declined to $496-500 ($533-37).Vietnam’s 5 per cent broken was quoted at $458-62 and  25 per cent broken at $438-42, slightly lower than two weeks ago. Rice prices have surged over the last couple of months as the paddy crop has been affected across Asia due to vagaries of the weather. In India, the crop was affected by deficient rainfall in eastern States, while the worst floods since 1961 affected Pakistan’s production. Chinese production was hit by a long dry period, while the crop in Thailand and Vietnam were also affected, though in a small way. SHARE Copy linkEmailFacebookTwitterTelegramLinkedInWhatsAppRedditPublished on February 3, 2023 [ad_2] Source link

[ananya5400]

Rice Seeds Market to Witness Unprecedented Growth in Coming Years

The report "Rice Seeds Market by Type (Hybrid and Open-Pollinated Varieties), Grain Size (Long, Medium, and Short), Hybridization Technique (Two-Line and Three-Line), Treatment (Treated and Untreated Seeds), and Region - Global Forecast to 2023", The rice seeds market is projected to reach USD 7.62 billion by 2023, from USD 5.47 billion in 2018, at a CAGR of 6.85% during the forecast period. The market is driven by factors such as the increasing technological advances in rice breeding, declining prices of hybrid rice seeds, growing adoption of hybrid rice seeds in developed and developing countries, and rising seed replacement rate for paddy across Asian countries.

Download PDF Brochure @ https://www.marketsandmarkets.com/pdfdownloadNew.asp?id=129962473

Long-grain rice seeds are estimated to be the most widely used variety of rice seeds in 2018.

Long grain rice is cultivated at a high rate across different countries due to the changing consumer demand and limited application of short grain rice in the food industry. The production of long rice has been growing across the globe, particularly in the US and Asian countries. Basmati and jasmine are some of the long grain rice varieties that are exported from Asia in large quantities and have industrial importance from the perspective of rice millers in terms of price value. In addition, hybrids and OPV seeds offered by key players such as Bayer and DowDuPont are mainly for long rice grains, followed by medium-sized rice and short rice.

The treated segment is projected to witness the fastest growth during the forecast period.

Seed treatment has been gaining importance for field crops, such as corn, wheat, and soybean, to reduce crop loss from early pest attacks. However, the adoption of this technology for rice is still gradual across countries. Rice is mainly cultivated in the Asian countries. However, farmers are reluctant toward investing capital on crop inputs and prefer adopting the traditional techniques of crop protection. Due to the rising need for sustainable agriculture and integrated pest management guidelines laid by governments in the Asian countries has encouraged farmers to adopt seed coating technologies. On the account of these factors, this segment is projected to grow at the highest rate during the forecast period.

Request for Customization @ https://www.marketsandmarkets.com/requestCustomizationNew.asp?id=129962473

Asia Pacific is estimated to dominate the market in 2018 and is projected to be the fastest-growing market for rice seeds through 2023.

Asia Pacific is a major consumer and producer of rice across the globe, and inadequate arable land in this region has encouraged farmers for better yield from their cultivation. Adoption of advanced technologies such as hybrid and certified seeds is also increasing in this region. According to the recent data of USDA published in 2016, India and China are the two major producers and consumers of rice, not only in the Asia Pacific region but across the globe. The Asia Pacific market for rice seeds is consolidated with two players occupying the largest share, followed by other players. Since rice cultivation in other regions of the world is comparatively low, the growth of the Asia Pacific market is projected to remain steady during the forecast period.

This report includes a study of the development strategies, along with the product portfolios of leading companies. It also includes the profiles of leading companies such as Bayer (Germany), DowDuPont (US), Syngenta (Switzerland), Advanta Seeds (UPL) (India), and Nuziveedu Seeds (India), Mahyco (India), BASF (Germany), Kaveri Seeds (India), SL Agritech (Philippines), Rasi seeds (India), Rallis (India), JK Seeds (India), Hefei Fengle (China), LongPing (China), Guard Agri (Pakistan), and National Seeds Corporation (India).

[vishwadha]

Rice exports close January with a bang

Rice exports close January with a bang

Cambodia exported more than $96.3 million worth of milled and paddy rice in the first month of this year, providing positive signs for the industry on the whole, according to the Cambodia Rice Federation (CRF). Last month, the Kingdom earned $35.72 million from 53,036 tonnes of milled-rice exports to 34 countries and territories, up by 54.74 per cent from 34,273 tonnes in January 2021, CRF data…

[agriapp]

Smart Farming App

Agriculture in India: Why is Agriculture important in Everyday Life?

Undoubtedly, Agriculture is the backbone of the economy of any country. It creates employment for a large number of people both directly and indirectly. Agriculture not only provides food to human beings but also feeds an innumerable number of animals, birds, fishes, insects, and other creatures.

Agriculture is the primary source of livelihood for about 58% of India’s population.

Agriculture is a very important part of the GDP (Gross Domestic Product) because it contributes to around 20% of it. One can scarcely imagine where we would be if Industrial Revolution did not take place in the 18th century that saw the invention of numerous machines that eased the labor in every field of work including agriculture. It is safe to say that industrialization has speeded up agriculture by manifold molds. 

There are different types of farmers in every country. They all have different farming techniques and preferences according to their geographical location. Some farmers use farming equipment for their farming while others depend on simple tools that are easy to use and maintain. These days, many farmers are using different Indian Agriculture App that provides the latest agricultural information about several useful types of equipment, technologies, and methods that helps to identify real-time data about weather, markets offering the best prices, seeds, fertilizers, etc. Farmers are moving towards smart farming that is an emerging concept that helps the farmers in many ways to manage farms using technologies like drones, IoT, etc. 

Agriculture is such an important topic that not only affects the food we eat but also has a significant impact on our environment, economy, and society. Food is required for sustenance and survival. Agricultural activities contribute to employment, directly and indirectly, and although this is not a quantifiable statistic, it is important to note that estimated numbers range between 50 and 100 million jobs worldwide. The agriculture industry employs 1.3 Billion people of the entire global population. 

Agriculture in India 

India is the second-largest provider of food in the world. India’s production of some of the basic crops like wheat and rice is second in the world and it’s the largest producer and exporter of many crops like cotton and groundnuts. The major emphasis on agriculture for centuries has resulted in high crop productivity. This is achieved by high-quality seeds, intensive use of fertilizers and machinery, adequate irrigation facilities, and credit facilities to farmers.

The way people do agriculture today is vastly different from the way they did it centuries ago. Some people are still practicing old methods of doing agriculture but nowadays, it has become easy to get all kinds of information related to farming through the help of applications for agriculture. 

There are many Agriculture Business companies that are engaged in providing a wide variety of services like machines, equipment. Be it for cultivating paddy or any other type of crops like wheat or sugarcane; their different farm equipment has the capability to perform the best. It is designed in such a way that increases its performance and efficiency.

Different Crop Advisory App is there to help farmers to increase their performance by referring to these agriculture apps in India. It includes new ways to solve problems by increasing the availability of information or knowledge and connecting businesses to customers.

There are many apps for farmers that are available to get the latest agriculture advice, latest market price, farming tips, crop nutrient advisor, soil test service, Crop advisory, Satellite Insights, and many more. 

The main food crops of India are rice, wheat, coarse cereals, pulses, oilseeds, cotton, sugarcane, and jute. The importance of agriculture in India can be understood by the fact that India is considered to be the largest producer of various agricultural products in the world. Agriculture is spread in different places of India, but many parts are still underdeveloped. The status of Indian agriculture has changed dramatically over the years. India has witnessed a 3.5 % GDP growth in its agricultural sector which is the largest in any large country in the world.

In 2017-18, total food grain production was estimated at 275 million tonnes. India is the largest producer (25% of global production), the consumer (27% of world consumption), and the importer (14%) of pulses in the world. 

Agriculture is the main occupation in India and it contributes a major portion of India’s GDP. India is the world’s second-largest producer of food grain and the third-largest producer of agricultural products. The agriculture sector employs more than 50% of the population. Foodgrain production in India is the second-largest in the world after China. India is a major producer of fruits and vegetables. India is a leading producer of spices, pulses, tea, and jute. 

What is the importance of Agriculture in Everyday Life?

The importance of agriculture in everyday life is enormous. Agriculture is the foundation of human civilization because it provides food, fiber, forest products, medicines, and other uses. Without agriculture, humanity would have never been able to develop into the advanced societies that it currently enjoys worldwide.

Agriculture is one of the most important parts of the everyday life of every person. Agriculture has changed tremendously over the years with the advancement of technology. Technology has helped people do more work in lesser time. Agriculture today is done on a grand scale with advanced machinery to save time and money. Modern-day agriculture is all about mass production where thousands of units are produced in one go to reduce cost. Farming has evolved from being dependent on rainfall to irrigation for an uninterrupted water supply. Farmers have also changed their approach towards agriculture with the advent of modern farming techniques. Farming has become a commercial venture for many farmers with the overall goal of making huge profits.

Many people around the world depend on Agriculture for their everyday life. Agriculture is important for many reasons. It is important to your health, the environment, and the local economy. Here are some of the top reasons why agriculture is important to you:

Agriculture is a source of Livelihood:

Agriculture is one of the oldest industries which is existed since 4000 BC. Agriculture plays a big role in the everyday life of the people. Any place you go to, you will see the impact of agriculture which is everywhere even though it is not directly seen. Without agriculture, we cannot produce food for our survival and cannot produce raw materials for other industries. 

Agriculture creates Employment Opportunities:

The agricultural industry is one of the biggest sources of employment & booming day by day. When we think about agriculture we think about farmers working the fields to grow crops and raise animals but there's more to it than that. Think about all of those who work in the processing plants, the manufacture of machinery for farming, the truck drivers who bring produce to market, etc. All of these people work in some way or another to provide sustenance for us all. Thus, agriculture creates great employment opportunities.

Agriculture is the main source of raw materials:

Many raw materials such as sugar, cotton, jute fabrics, various edible & non-edible oils all come in agriculture. All these materials are important to many industries such as the manufacturing of diesel fuel, medicines, and many more. Thus, Raw materials are so important for many industries as they heavily depend on them for production. 

Agriculture Helps in Economic Development:

As we know, Agriculture is the largest employer in the world, so it plays a vital role in the development of an economy. The rate of development in the agriculture sector is gradually increasing day by day. It helps to reduce the poverty rate and helps to speed up the development of the country. Thus, economic growth depends upon the growth rate of the agriculture sector. 

Thus, Agriculture plays an essential role in everyone’s life & there is much more importance on agriculture rather than sustaining economies and creating jobs. If you want to know more about crops, techniques of farming & get Crop nutrient Advisory, Soil test service, Drone service, and more, you can refer to an AgriApp to get all these services in one place!

Download the App now

https://play.google.com/store/apps/details?id=com.criyagen

[machineexperiments]

LJSpeech Ultimate Progress [Developing]

Neural text-to-speech models like Tacotron 2 requires data, and many times a lot of single-speaker data. The most prevalent large single-speaker dataset available for anyone to use is LJSpeech.

While it has served pretty well to train several models with good performance, the LJ Speech dataset presents a few, glaring problems:

1) It is only distributed in 22KHz sampling rate, limiting the audio quality of OSS TTS

2) The sibilants (SSS sounds) are very sharp, to the point where it becomes unpleasant to listen to above a certain volume

3) Many of the clips have background noise, like the humming of fans.

First stage of the plan involves extracting audio from Linda Johnson's LibriVox recordings and applying various filters and effects. They're easily available there, and 128kbps MP3s are ready for download.

Then, after collecting a lot of recordings, I used batch processing to apply de-essing, de-noising, de-reverb, and de-clicking filters. I collected about 40 hours of processed audio, quite overkill, but the next step is going to discard a lot of it. My dataset is going to be in 44.1KHz. Here is a sample of the processed audio:

Now, we need to get a way to transcribe the audios. We could just run it through ASR and call it a day, but not for me. Since our speaker is reading public domain audiobooks, I can first transcribe it with ASR, split automatically based on a threshold of breaks (most STT gives timing information for each word), and use fuzzy string search to match recognized text sequences to actual audiobook ones.

The original LJSpeech dataset was made by force aligning texts to their audios then splitting based on audio silences. Let's see if my way will work.

Update 05/08/2021: I tested my way of aligning and it worked well, here's a sample filelist and wavs, made from a 6 minute cut. Currently doing entire dataset. I'm using TensorSpeech/TensorFlowASR's Conformer model BTW. Coqui's refuses to run in Colab and Windows, and I have no interest in dealing with the Kaldi nightmare that is ESPNet

06/08/2021:

Currently running the auto-collection script locally. I used glob + ffmpeg to split each audio into 5 minute chunks.

07/08/2021:

Done! About 22 hours at an efficiency rate of 35% to 60%, didn't bother to collect more detailed statistics.

Here is a Google Drive link. I'm currently training a TensorFlowTTS/Tacotron2 on it

Now, you might be wondering, why so inefficient? Which, by the way, is a good question. As I said earlier, my method utilizes timing information from ASR instead of audio silences to decide clips. I prefer this method better because it gives me more precise control over clipping.

The two key parameters here are cut_interval and max_dist. The former details the threshold gap between a word before a new cut is made. I generally found that 0.62 was a good middle ground for this speaker. Too high, and it extracts mostly long clips, too little, and too short clips.

max_dist, however, is the maximum Levenshtein Distance that the fuzzy string search (see fuzzysearch) will accept between the ASR'd clip and the actual book text. I had to set this to a quite conservative value because while higher distances would extract a lot more perfectly acceptable transcripts, they would also introduce some problems like clips where the transcript misses a word or two, and since I don't want to manually go hunting for problems too much, and because I could afford it since I had collected lots of data, I set it to be quite restrictive.

Also another one of note is paddy, that is an interval in seconds that is added to the end interval of a clip, so that the audio doesn't end so abruptly. However, if the timing indicates that another word will overlap, it will reduce accordingly, so some clips do end pretty harshly.

I also noticed that the speed difference in Conformer ASR between a Tesla T4 in Colab and my Ryzen 5 3600 wasn't significant, in fact, almost negligible. Either that or my chronic overconsumption of coffee has completely fried my perception of time.

Final Denoising Pass

After finishing the clipping, I noticed that some still had just a little bit of background noise. Thankfully, I already had a nice tool, in the form of my program's batch denoising extra feature.

This uses RNNoise, which is quick, effective against constant noises like fans, with minimal to no quality loss.

As I said earlier, here is the Google Drive link, at V0.2 since I had to re-export as 16-bit PCM wavs.

[chemanalystdata]

Ammonium Nitrate Prices: Market Analysis, Trend, News, Graph and Demand

North America

The North American Ammonium Nitrate market displayed fluctuating pricing trends in Q4 2024, with relative stability in October and November followed by a modest uptick in December. Despite volatility in feedstock costs—particularly Ammonia and Nitric Acid—prices remained largely unchanged during the initial months, primarily due to subdued seasonal demand from the fertilizer sector as agricultural activities slowed post-planting season.

Conversely, industrial demand—especially from mining and explosives applications—remained stable, lending some support to market fundamentals. On the supply front, adverse weather conditions, including hurricanes and low water levels on the Mississippi River, disrupted logistics and impacted production and import flows. Additional supply chain pressure came from labor strikes in Canada, although strategic inventory management helped prevent significant shortages.

By December, a combination of slight supply tightness and marginal increases in feedstock prices triggered a gradual rise in Ammonium Nitrate pricing. Fertilizer buyers remained cautious, delaying major purchases in anticipation of winter fill and spring prepay discounts. Overall, the quarter reflected a balanced market, where steady industrial demand counteracted seasonal agricultural weakness and ongoing supply constraints.

Get Real time Prices for Ammonium Nitrate: https://www.chemanalyst.com/Pricing-data/ammonium-nitrate-1216

Asia-Pacific

The Asia-Pacific Ammonium Nitrate market experienced mixed pricing patterns throughout the quarter, shaped by regional supply-demand dynamics, logistical bottlenecks, and weather-related disruptions. In Indonesia and China, prices declined despite higher Ammonia feedstock costs, as robust domestic production and healthy inventory levels ensured market stability. Weak export demand—especially from the Philippines and New Zealand, where agricultural activity was hampered by inclement weather—further pressured prices.

In China, logistical issues such as port congestion at Shanghai and Ningbo, coupled with heavy rainfall, delayed imports and disrupted regional supply chains. Vessel bunching and extended turnaround times added to the strain. Southern Asia-Pacific regions faced crop damage risks due to excessive rainfall, affecting sugarcane, oil palm, and fruit yields, while central areas maintained stable paddy cultivation supported by adequate irrigation.

Manufacturers across the region kept production levels steady, navigating rising feedstock costs with effective planning. In India, however, prices edged slightly upward, driven by pre-Rabi season restocking of fertilizer supplies. Overall, the market reflected a patchwork of regional trends influenced by weather, logistics, and localized demand shifts.

Europe

In Europe, Ammonium Nitrate prices trended downward in Q4 2024 amid sluggish demand from core sectors like agriculture and an ongoing oversupply situation. Despite an increase in Ammonia feedstock costs and temporary production disruptions—such as the shutdown of a Norwegian gas platform—market prices remained under pressure due to high inventory levels.

In the UK, December saw a brief price surge attributed to export delays from key European suppliers and broader supply chain disruptions. However, this was offset by inconsistent buyer activity, largely influenced by fluctuating weather patterns and uncertainty surrounding the winter planting season.

Across the region, weak agricultural demand combined with logistical issues like port congestion painted a picture of a strained market. High input costs and unpredictable weather continue to shape the outlook, with supply currently outpacing demand and pricing momentum subdued.

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[digitalconvo]

Propanil Market to Surge at a Robust Pace in Terms of Revenue

Propanil market is a part of herbicide market and propanil market growth depends on the global herbicide market. The global herbicide market is expected to grow at a CAGR of around 5% during forecast periods. Farmers’ main motive behind using the herbicides like propanil is to boost the productivity of the soil and crop yield. A significant amount of increase had been seen in the overall planted acreage around the world which has been fostering the demand for the propanil and other herbicides. Increasing disposable income and growing population in developed and developing nations respectively leads to the growth of the food and beverage industry and hence, it indirectly boosts the demand for the propanil. The harmful impact on the environment due to weed control practices in agricultural fields is a notable factor. Early weed control practices impacted soil health adversely. Propanil and other such herbicides help farmers to grow enough crops with less environmental impact. Propanil is a selective herbicide that is safe to use mainly in paddy cultivation. Increasing consumption of propanil by the farmers to improve crop quality and yield will boost the market growth in the foreseeable future. Paddy crop that accounts for a significant amount of propanil usage.

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Dynamics Of Propanil Market – Demand Drivers, Trends And Challenges

Propanil is in high demand in the agriculture sector as it is necessary to protect the crops from fungal infections and threats posed by the growth of weeds. Paddy crop accounts for a substantial amount of demand share in Asia-Pacific propanil market and experiencing high demand from countries such as China, India, Indonesia and others. The advancement in agriculture sector with development of new crop cultivation technique is the primary factor driving propanil market growth. Due to the rise in health concerns and adverse effects on the environment, there is an increase in the awareness of an alternative method of weed control and bio-based herbicides.

Propanil adversely affect the environment and consumers’ health. The propanil is mainly used in paddy crops and it can harm other crops due to its toxicity. This acts as a restraint in the growth of propanil usage.

Propanil Market Segmentation

The propanil market can be segmented on the basis of product and application:

Propanil market segmentation based on product:

Propanil Technical Toxicant

Propanil Preparation

Propanil market segmentation based on application:

Paddy

Redroot Amaranth

Crab Grass

Barn Grass

Other applications

Propanil Market – Regional Outlook

The Asia Pacific region is the dominating market for propanil herbicide followed by Latin America, Africa, North America, and Europe. The market is expected to show substantial growth in the Asia Pacific and Latin America in the near future due to the significant demand for rice in this region and increased investment in the agriculture sector. Rice is one of the main staple food across the world. The top rice-producing countries are China, India, Vietnam, Bangladesh, Thailand, Myanmar, Japan, and Brazil. The leading producer of propanil is China and about 75 % of China’s propanil is exported overseas. The increasing adoption of advanced techniques in agricultural activities by farmers boosts the crop yield in Asian countries. And the growing population is the primary factor leading to increased production and consumption of paddy crops which ultimately drive the regional market growth.

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Propanil Market Key Manufacturers

The players in the propanil market are constantly focusing on R&D to come up with environment –friendly solution. The key market players in the global propanil market are as follows:

Bayer Corp.

SinoHarvest

Kenvos Biotech Co. Ltd.,

Willwood USA

Westrade Guatemala S.A.

Bharat Group

Hegang City TH-UNIS Insight Co. Ltd.

Xuxiang Heyou Chemical Co. Ltd.

Shenyang Harvest Agrochemical Co. Ltd.

King Quenson Group

Shandong Weifang Rainbow Chemical Co. Ltd.

Shijazhuang Lida Chemicals

Dow Chemical Company

Jiangsu Kuaida Agrochemical

United Phosphorus Ltd.

Hangzhou HeRui Chemical

The research report presents a comprehensive assessment of the Propanil market and contains thoughtful insights, facts, and historical data, as well as statistically supported and industry-validated market data. It also contains projections using a suitable set of assumptions and methodologies. The research report provides analysis and information according to Propanil market segments such as geography, product type, and end-use industry.

The Propanil market report covers exhaustive analysis on:

Propanil Market Segments

Propanil Market Dynamics

Propanil Market Size

Supply & Demand

Current Trends/Issues/Challenges

Competition & Companies involved

Technology

Value Chain

The Propanil market report is a compilation of first-hand information, qualitative and quantitative assessment by industry analysts, inputs from industry experts and industry participants across the value chain. The report provides an in-depth analysis of parent market trends, macro-economic indicators, and governing factors along with Propanil market attractiveness as per segments. The report also maps the qualitative impact of various market factors on Propanil market segments and geographies.

Propanil Market Report Highlights:

Detailed overview of the parent market

Changing market dynamics in the industry

In-depth market segmentation

Historical, current and projected market size in terms of volume and value

Recent industry trends and developments

Competitive landscape

Strategies of key players and Products offered

Potential and niche segments, geographical regions exhibiting promising growth

A neutral perspective on market performance

Must-have information for market players to sustain and enhance their market footprint

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[faroukgumel]

The Need for “Implementable” Trade Policies in Africa

In recent years, the importance of rice in Nigeria, and indeed West Africa’s, economy and politics is clear for all to see. 

On paper, Africa’s policy is to be self-sufficient on food. However, the implementation has been a different story. While some countries pursue a food self-sufficiency by supporting backward integration, others have been increasing their imports of food items from Asia (China, India and Thailand) and South America (Brazil). 

This resulted in tensions between some countries on the continent. The most visible one is in the Economic Community of West African States (ECOWAS), the West African political and trading union block. 

Nigeria started its “rice revolution” in 2015. The Nigerian Government, through various monetary and fiscal policies, supported its farmers and millers to produce and process local rice while penalising and restricting importers. Nigeria introduced levies and foreign exchange restrictions on food imports while providing concessionary loans and tax incentives to farmers and investors setting up food processing facilities. According to the Rice Processors Association of Nigeria (RIPAN), the number of integrated rice mills in Nigeria increased from less than 10 in 2015 to over 40 by October 2020 while local paddy production has also increased. 

In August 2019, Nigeria closed its land borders with two of its neighbours – Republic of Niger and Republic of Benin. Nigeria accused these countries of undermining its food security programs by allowing, and sometimes supporting, the smuggling of food items (mainly rice and poultry products) through their territories into Nigeria. According to the Nigerian authorities, food items are imported into Benin’s seaport of Cotonou, thereby evading the levies put in place at Nigerian ports, and illegally smuggled into Nigeria through its large and porous land borders with Benin (over 800km) and Niger (over 1400km). 

Thailand is one of the largest exporters of rice to Africa. According to data presented by the Thai Rice Exporters Association, direct exports to Nigeria dropped between 2014 and 2018 as shipments to Benin Republic significantly increased. In 2019, exports to Benin dropped showing the impact of Nigeria’s border closure while in 2020, the lockdowns because of COVID-19 meant exports to Africa stopped completely. 

This impasse has led mixed outcomes for many regional companies such as TGI Group, a pan African conglomerate with operations in Nigeria, Benin, Ghana and Ivory Coast. 

According to Farouk Gumel, an Executive Director at TGI, the group’s Nigerian food operations have flourished while their business in Benin, which relies on trade with Nigeria, was adversely impacted by the border closure. Farouk Gumel said “since the border closure, our Nigerian rice and vegetable oil businesses have been growing and creating jobs locally. For Benin, it was initially difficult. But we adjusted our operations by exploring new markets in other West African countries. Now, we have a good balance”. 

TGI is now looking to expand both its Benin and Nigeria operations to cater for these new market opportunities that came up due to the border closure. Farouk Gumel said “the ECOWAS trade policy framework is very comprehensive. The problem has always been on implementation. For the first time in a long time, we are seeing Benin, Niger and Nigeria having very honest conversations on working together on implementing policies in a fair and equitable manner.” He adds that “ the African Continental Free Trade Agreement (AfCFTA) secretariat can learn a lot from these discussions. It is always easier to conceive a theory than to implement it in real life”.

[ananya5400]

Key Trends Shaping the Rice Seeds Market

The report "Rice Seeds Market by Type (Hybrid and Open-Pollinated Varieties), Grain Size (Long, Medium, and Short), Hybridization Technique (Two-Line and Three-Line), Treatment (Treated and Untreated Seeds), and Region - Global Forecast to 2023", The rice seeds market is projected to reach USD 7.62 billion by 2023, from USD 5.47 billion in 2018, at a CAGR of 6.85% during the forecast period. The market is driven by factors such as the increasing technological advances in rice breeding, declining prices of hybrid rice seeds, growing adoption of hybrid rice seeds in the developed and developing countries, and rising seed replacement rate for paddy across Asian countries.

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Long-grain rice seeds are estimated to be the most widely used variety of rice seeds in 2018.

Long grain rice is cultivated at a high rate across different countries due to the changing consumer demand and limited application of short grain rice in the food industry. The production of long rice has been growing across the globe, particularly in the US and Asian countries. Basmati and jasmine are some of the long grain rice varieties that are exported from Asia in large quantities and have industrial importance from the perspective of rice millers in terms of price value. In addition, hybrids and OPV seeds offered by key players such as Bayer and DowDuPont are mainly for long rice grains, followed by medium-sized rice and short rice.

The treated segment is projected to witness the fastest growth during the forecast period.

Seed treatment has been gaining importance for field crops, such as corn, wheat, and soybean, to reduce crop loss from early pest attacks. However, the adoption of this technology for rice is still gradual across countries. Rice is mainly cultivated in the Asian countries. However, farmers are reluctant toward investing capital on crop inputs and prefer adopting the traditional techniques of crop protection. Due to the rising need for sustainable agriculture and integrated pest management guidelines laid by governments in the Asian countries has encouraged farmers to adopt seed coating technologies. On the account of these factors, this segment is projected to grow at the highest rate during the forecast period.

Asia Pacific is estimated to dominate the market in 2018 and is projected to be the fastest-growing market for rice seeds through 2023.

Asia Pacific is a major consumer and producer of rice across the globe, and inadequate arable land in this region has encouraged farmers for better yield from their cultivation. Adoption of advanced technologies such as hybrid and certified seeds is also increasing in this region. According to the recent data of USDA published in 2016, India and China are the two major producers and consumers of rice, not only in the Asia Pacific region but across the globe. The Asia Pacific market for rice seeds is consolidated with two players occupying the largest share, followed by other players. Since rice cultivation in other regions of the world is comparatively low, the growth of the Asia Pacific market is projected to remain steady during the forecast period.

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This report includes a study of the development strategies, along with the product portfolios of leading companies. It also includes the profiles of leading companies such as Bayer (Germany), DowDuPont (US), Syngenta (Switzerland), Advanta Seeds (UPL) (India), and Nuziveedu Seeds (India), Mahyco (India), BASF (Germany), Kaveri Seeds (India), SL Agritech (Philippines), Rasi seeds (India), Rallis (India), JK Seeds (India), Hefei Fengle (China), LongPing (China), Guard Agri (Pakistan), and National Seeds Corporation (India).

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Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

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[beautifulmentalitypaper]

Global Silicon Fertilizer Market Business Growth, Industry Research, Top Key Players Survey- Marketstream biz

Global Silicon Fertilizer Market

Report is a comprehensive document which focuses on key industry trends and forecast information. A precise and extensive information analysis on Silicon Fertilizer industry delivers crucial insights to the readers. A methodical outlook on Silicon Fertilizer industry presents the factors affecting market growth, consumption volume, cost structures. The emerging market segments, Silicon Fertilizer forecast industry insights and market value are explained in this study.  The report will assist key players in making correct business plans and decisions.

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Top Key Players are:

Plant Tuff(US)

Fuji Silysia chemical(JP)

Fertipower Norway AS(NO)

Agripower(AU)

Goodearth Resources(MY)

Fooktien group(TH)

Silicon Fertilisers(AU)

Multimol Micro Fertilizer(IN)

Redox(US)

Denka(JP)

Ignimbrite

Inc(US)

Vision Mark Biotech(IN)

Seema Minerals And Metals(IN)

The report offers detailed Silicon Fertilizer Industry segmentation based on Product Type,  Numerous Applications and Geographical Regions. The competitive landscape view, development plans & policies are presented in this study. The annual revenue, market share, supply chain statistics, industry statistics, and import-export scenario are explained.  

Types  

Water solubility type Citric solubility type

Applications

Paddy

Orchard

Others

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Fundamental Aspects of Silicon Fertilizer Report

The report offers detailed and in-depth information on the status of Silicon Fertilizer industry with respect to growth trajectory, market risks, opportunities and feasibility analysis.

The report provides global coverage elaborating all key regions like North America, Europe Region, Asia-Pacific, Middle East & Africa, and South America. Furthermore, all the key countries within these regions are analyzed at depth.

Dynamic market scenario, macroeconomic factors, top manufacturers and development opportunities are explained in this study.

Technological advancement, threats to market growth, business strategies, and industry chain structure is elaborated.

The changing competitive market scenario, market drivers, production, SWOT analysis, and market value is covered

The report effectively covers all the Silicon Fertilizer market segments from 2015-2025 to provide useful results.

All the above-mentioned key geographical regions of Silicon Fertilizer present details on market share, opportunities, sales, and market value. Top countries analysed in this report are United States, Canada, Mexico, Brazil, Argentina, Germany, UK, France, Spain, Russia, Italy, China, Japan, India, Korea, Saudi Arabia, Turkey, Egypt, South Africa, Singapore, Indonesia, South Korea, Australia and rest of the world. The consumption and import-export scenario from 2015-2020 of Silicon Fertilizer are analyzed at depth in this study.

Valuable Insights Offer By Silicon Fertilizer Study Are As Follows:

A thorough and latest competitive market dynamics are provided by this report

Development opportunities and market risks will help the industry players in planning correct business strategies

A five-year forecast view reflects the market grow in an estimated time frame.

A concise study explains various market segments like Type, Applications, and Regions of Silicon Fertilizer.

The complete market segments, SWOT analysis, and pricing structure will offer useful information.

The analysis of mergers & acquisition, new product launches, the latest industry plans, and policies are offered in this report.

All the geographical regions, sub-regions their potential, opportunities, and challenges are evaluated in this report.

The revenue analysis, sales, market status and market size of all top global players are presented in this study.

The diverse Silicon Fertilizer product type, applications are considered to derive the market numbers and statistics.

The study considers historical data (2015-2019), base year data (2019), estimated data (2020) and forecast data from 2020-2025 to provide vital insights.

Thanks for reading this article. You can also request individual chapter, segment or customize information as per your requirement.

Browse TOC:

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[abhijeetpawar22]

Trekking Gear Industry 2020 Global Market Growth, Trends, Revenue, Share and Demands Research Report

The global report on Trekking Gear market presents, through a comprehensive analysis, the newly published research study that provides key industry insights and a competitive advantage for multiple stakeholders. Trekking Gear report shows existing business research, future as well as emerging prospects, sales growth, potential investment, market size, pricing and profitability.

Major Players Covered in this Report are: Paddy Pallin, Mountain Hardwear, Outwell, The North Face, Arc'teryx, Big Agnes, Hilleberg, Sierra Designs, MontBell, Marmot, Kelty, Skandika, Snugpak, Black Diamond

"Final Trekking Gear Report will add the analysis of the impact of COVID-19 on this industry."

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The research on the Global Trekking Gear market 2020 offers a basic overview of the industry including concepts, classifications, applications and the structure of the supply chain. The Global Trekking Gear Market Report is given for global markets as well as trends in growth, competitive landscape analysis and the development status of key regions. Trekking Gear industry Development policies and plans will be discussed as well as processes of manufacturing and cost structures will also be analysed. In addition, Trekking Gear report includes import/export usage, supply and demand Statistics, expense, price, revenue and gross margins.

Trekking Gear Market Classification by Types:

Hiking Apparel

Hiking Shoes

Hiking Equipment

Others

Trekking Gear Market Size by Application:

Outdoor Climbing

Hiking Plains

Daily Use

Others

Geographically, the detailed analysis of consumption, revenue, Trekking Gear market share and growth rate, historic and forecast (2015-2026) of the following regions are covered:

North America (United States, Canada, Mexico) Europe (Germany, UK, France, Italy, Spain, Russia, Others) Asia-Pacific (China, Australia, South Korea, Japan, India, Southeast Asia, Others) Middle East and Africa (UAE, Saudi Arabia, Egypt, South Africa, Nigeria,  Others) South America (Brazil, Argentina, Columbia, Chile, Others)

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The Global Trekking Gear Market Report establish a range of primary and secondary research techniques to collect both quantitative and qualitative data on global and regional heads. Using different Trekking Gear industry-best analytical techniques, the overwhelming quantity of business data thus obtained is filtered and narrowed down to the Trekking Gear information that matter most to businesses operating in the sector or planning to enter.

The Trekking Gear study projects practicability analysis, SWOT analysis, and various other information about the leading companies operating in the Global Trekking Gear Market provide a detailed systematic account of the competitive environment of the industry with the aid of thorough company profiles. However, Trekking Gear research examines the impact of current market success and future growth prospects for the industry.

In this study, the years considered to estimate the market size of Trekking Gear are as follows:

History Year 2015-2019 Base Year 2020 Estimated Year 2020 Forecast Year 2020-2026

Trekking Gear research provides answers to the following key questions:

What is the expected growth rate of the Trekking Gear market?

What will be the Trekking Gear market size for the forecast period, 2020 – 2026?

What are the main driving forces responsible for changing the Trekking Gear industry's trajectory?

Who are the big suppliers that dominate the Trekking Gear industry across different regions? Which are their wins to stay ahead in the competition?

What are the Trekking Gear market trends business owners can rely upon in the coming years?

What are the threats and challenges expected to restrict the progress of the Trekking Gear industry across different countries?

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