Climate Change and the Most Widely Grown Staple Crop in the World

Wheat is the most widely grown staple crop in the world, accounting for a fifth of globally consumed calories and continuing to rise in demand. It’s in many of the foods we consume each day — from bread and cereal to soy sauce and canned soup.

Since wheat is an integral part of our diets, it’s important to understand how its production will be affected in the near future. The experiments presented provide insight into the differences in losses and gains incurred by agricultural insurance companies associated with wheat-growing regions, and we analyze the relationships between causes of loss_, _climate change, and wheat production to provide more information to farmers, insurance companies, and consumers.

What are we investigating?

In the insurance industry, loss ratio represents the ratio of losses to premiums (gains) earned. Crop insurance policies tend to be composed to address production at the regional and state levels, perhaps with the assumption that farms in similar geographies yield similar magnitudes of output. We suggest that detailed analyses at the county level could provide better gains and more specific information for farmers and insurance companies alike. To assess if encouraging greater granularity in insurance policy development could be beneficial, we ask:

Will loss ratio distributions differ significantly for counties in physical proximity?

The state of Washington is a leading producer of wheat in the United States. Here, we evaluate whether counties within Washington exhibit different loss ratio distributions. To do this, we randomly chose two counties in close geographical proximity — these were Skagit and Whitman. From these counties, we’ll be using crop and financial data from USDA’s Agricultural Report Generator and Quick Stats Portal.

#data-science #food #climate-change #insurance #data analysis

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Climate Change and the Most Widely Grown Staple Crop in the World

Wheat is the most widely grown staple crop in the world, accounting for a fifth of globally consumed calories and continuing to rise in demand. It’s in many of the foods we consume each day — from bread and cereal to soy sauce and canned soup.

Since wheat is an integral part of our diets, it’s important to understand how its production will be affected in the near future. The experiments presented provide insight into the differences in losses and gains incurred by agricultural insurance companies associated with wheat-growing regions, and we analyze the relationships between causes of loss_, _climate change, and wheat production to provide more information to farmers, insurance companies, and consumers.

What are we investigating?

In the insurance industry, loss ratio represents the ratio of losses to premiums (gains) earned. Crop insurance policies tend to be composed to address production at the regional and state levels, perhaps with the assumption that farms in similar geographies yield similar magnitudes of output. We suggest that detailed analyses at the county level could provide better gains and more specific information for farmers and insurance companies alike. To assess if encouraging greater granularity in insurance policy development could be beneficial, we ask:

Will loss ratio distributions differ significantly for counties in physical proximity?

The state of Washington is a leading producer of wheat in the United States. Here, we evaluate whether counties within Washington exhibit different loss ratio distributions. To do this, we randomly chose two counties in close geographical proximity — these were Skagit and Whitman. From these counties, we’ll be using crop and financial data from USDA’s Agricultural Report Generator and Quick Stats Portal.

#data-science #food #climate-change #insurance #data analysis

Crop and Resize Image Before Upload In Laravel Using with jQuery Copper JS

Crop and resize image size before upload in laravel using jquery copper js. In this post, i will show you how to crop and resize image size in laravel using jQuery copper js in laravel.

This laravel crop image before upload using cropper js looks like:

Laravel Crop Image Before Uploading using Cropper js Tutorial

Laravel crop image before upload tutorial, follow the following steps and learn how to use cropper js to crop image before uploading in laravel app:

• Step 1: Install New Laravel App
• Step 2: Add Database Details
• Step 3: Create Migration & Model
• Step 4: Add Route
• Step 5: Create Controller By Artisan
• Step 6: Create Blade View
• Step 7: Make Upload Directory
• Step 8: Start Development Server

Read More => https://www.tutsmake.com/laravel-crop-image-before-upload-using-jquery-copper-js/

Live Demo Laravel Crop image Before Upload.

#laravel crop image before upload, #laravel crop and resize image using cropper.js #ajax image upload and crop with jquery and laravel #crop and upload image ajax jquery laravel #crop image while uploading with jquery laravel #image crop and upload using jquery with laravel ajax

Norvergence - AI for Climate Change: All you Need to Know

AI is available in our lives in numerous spaces, from telephones where we can go without much of stretch access practically any data anyplace on the planet to grocery stores where we can shop with a ‘tick’; from banks where we can undoubtedly handle exchanges online to social stages where we invest the majority of our energy.

Yet, can artificial intelligence make a positive commitment to understanding the issues brought about by environmental change and problems continuously transforming into an emergency?

Indeed, AI can help environment analysts discover arrangements in numerous spaces, for example, air contamination. An illustration of this is IBM’s Green Horizon Project, which predicts contamination by breaking down ecological information and testing what will occur if contamination is decreased.

Similarly, Google has reduced its server farms’ energy by around 15% by utilizing data from AI calculations.

Projects like these can likewise help and urge different firms to diminish their carbon impression.

Astounding advancement has been made to utilize AI calculations dependent on information from other outrageous climate occasions to recognize hurricanes and environmental waterways. What’s more, even though machines are not entirely believed, environment researchers can work with them to gain better headway.

Also read more related this post visit here

#norvergence #ai for climate change #ai #climate change #all you need to know

Data industry is changing the face of our World: True or False?

The data industry is booming as we continue to produce data in greater quantities and on a massive scale.

Regardless of the sector you work in or irrespective of your preferences, you will certainly find out how “data” is transforming our world’s image. It could be part of a research that helps cure a disease, increase the profit of a company, make a construction more convenient, or be accountable for those targeted advertisements you keep seeing. The data industry is booming as we continue to produce data in greater quantities and on a massive scale.

Data Industry

Different types of employment in the data industry

#big data #latest news #data industry #data industry is changing the face of our world #data industry #world

What is CROP Finance (CROP) | What is CROP Finance token | What is CROP token

In this article, we’ll discuss information about the CROP Finance project and CROP token

What is CROP Finance

Over the last couple of years, we have been quietly hard at work on our exciting new DeFi project. Today, we are pleased to offer those interested in our project, and the problems we are solving in the DeFi space, a chance to learn more.

We have identified a number of important barriers to entry for crypto-investors in yield farming, and we are working on effectively lowering these barriers, so that the average crypto-investor will be able to take advantage of the profitable yield farming strategies that crypto whales are currently enjoying.

We at CROP Finance significantly optimize return on investment, and simplify access to DeFi with our automated cross-chain yield farming platform. That works on the Binance Smart Chain(BSC) and Ethereum’s ERC-20 network.

How Crop Works?

Automated yield farming

Yield farming can deliver great returns, however until now, it has been laborious, time-consuming and you’ve needed specialist skills and experience.

Now CROP Finance automates this process, so anyone can benefit from the financial rewards yield farming can deliver.

Acting as a DeFi yield aggregator, CROP gives users a single place to deposit their liquidity, whilst distributing gas costs across many users, reducing the costs for each individual.

This makes onboarding affordable and simple.

Risk management

As with any investment, there are risks. CROP Finance mitigates these risks by using an assessment framework to assign risk scores to each strategy. Then our risk managers calculate the smart contract, financial and centralization risks. This will ultimately be governed by the community.

CROP Finance automated liquidity manager (smart contract), then distributes user liquidity across its portfolio of yield farming strategies, optimizing for risk-adjusted yields.

Decentralized & community-owned

To be truly community-owned and governed, CROP Finance will provide users with the power of decision making.

Building strength in the community, users are incentivized with the CROP governance token, to help keep strategy models up-to-date, with the latest DeFi developments.

Users will also have the ability to propose and vote on any system parameter.

Integrating a Fragmented Market

Market fragmentation is a known challenge in DeFi markets. This is a challenge that we are tackling head-on, integrating data and information from different protocols. Some of the protocols we are initially integrating with include: Yearn Finance, Aave, BakerySwap, Curve Finance, Sushiswap, PancakeSwap, and Uniswap.

By integrating all these protocols within one platform, and by utilizing advanced automation techniques and oracles, we make it easy and fast to switch to a new and better yield farming strategy whenever available. This is merely a start, and many more protocols will follow.

Pooling Funds to Mitigate High Gas Fees

When markets are fragmented, a lot of switching between protocols is necessary in order to effectively chase the strategies with the highest yield. For every switch there is a transaction and high gas fees. Causing transaction costs for these transactions to become so expensive, that potentially lucrative strategies are only viable for the so-called “whales”.

At CROP Finance we are mitigating the impact of high gas fees on the holdings of crypto-investors by pooling resources. The gas fees for each transaction are distributed across the pool of funds, so that each investor only covers a fraction of the gas fees relative to one’s portion of the pooled resources. This allows the crypto-investor to save as much as 99% of the gas fees, finally taking advantage of lucrative profit opportunities so far only enjoyed by the “whales”.

Avoiding Overloaded Yield Farming Strategies

Traditional trading strategies have a tendency to become overloaded as more and more traders discover them. An example could be triangular arbitrage in the forex market, where a trading with three different currencies creates a profit opportunity. The first traders who become aware of the opportunity can make good money, but as soon as news travels and more traders get in on the action the market will re-adjust, and the opportunity will gradually disappear.

Yield farming strategies have this in common with traditional trading strategies. As trading strategies become increasingly known by more traders the profitability gradually disappears. To reap the considerable benefits that yield farming has to offer, it is critical to be among the first to find out about new and innovative trading strategies, analyze these fast, and trade on them without delay. For every hour that passes, you could miss out on profits, and the first hours with a new strategy are the most profitable.

The CROP Finance solution to the overloaded yield farming is integration with a number of the most popular and established protocols. This allows us to access a wide variety of opportunities. The yield farming automation platform will then utilize advanced automation techniques and oracles. Comparing strategies in real-time, and hone in on the ones that are most profitable.

Since automation provides data much faster than human market monitoring can ever do, we will trade on close to real-time insights, into which strategies are becoming overloaded, and which ones are emerging as new profit-taking opportunities. This way we will be able to get in early on new strategies, whilst they are more profitable, and get out early before strategies become overloaded and less profitable.

In simple words by using our platform you can get the benefits of cross-chain yield farming automation.

Improving the User Experience and User Interface (UX/UI)

At CROP Finance we are setting a new standard for UX/UI in the yield farming industry. We are focusing on creating a user experience that is intuitive, and easy to use, even for first timers.

CROP Finance Dashboard

Yield farming is a new field that so far has been dominated by highly skilled and specially interested individuals, who are very familiar with the trading view of specialist crypto software. For these individuals UX/UI is of minor importance, and the UX/UI has therefore been pretty poor, acting as an additional barrier to entry for newcomers.

Liquidity Mining External Audit Passed

It has always been our goal to develop a platform that provides 100% security for the assets of our users from our side. Mistakes are a part of human nature that we are acutely aware of, however they are preventable with the right review routines. This is why it is so important for us to have external audits by experts that are independent of our project.

On the 18th of March our liquidity mining facility passed a rigorous security audit with flying colors. The audit was performed by Solidity Finance, which is an audit firm specializing in smart contract security audits. Solidity Finance’s audits are so far providing protection for over $700 million in on-chain value across more than 150 projects.

Solidity Finance Security Audit Passed

The audit started with a line-by-line code review of all the smart contracts by experienced Solidity code developers. The code review ensures that the logic behind each function used in CROP Finance liquidity mining is sound and that the smart contracts are safe from all common attack vectors.

The next stage of the audit included a simulation of hundreds of thousands of interactions with our smart contracts on a test blockchain, to uncover any security vulnerabilities. This testing uses a combination of manual and automated tools.

In the final part of the audit process the Solidity Finance auditors consult with their clients to rectify any security vulnerabilities uncovered. In our case, the auditors did not find any external threats or other security vulnerabilities.

The auditors did, however uncover some minor logic issues which have been fixed. The auditors also provided some useful inputs on gas optimization, which have now been implemented for the benefit of our users.

Future Plans and Developments

We have been busy lately, so you can expect lots of interesting developments coming up in the near future. One of the first ones to look forward to will be the integration of our Liquidity Pool Program with Uniswap v3.

Follow this and many other developments here on our Medium account, or via our Telegram channel (T.me/cropfi) where you can ask us questions.

We will hold IDOs on two different platforms where you will be able to secure some of the CROP Tokens. More information about this will follow soon.

CROP Finance is a distributed project which will be 100% community owned. This means that by purchasing CROP tokens now, you secure your ability to vote on future decisions that affect the governance and development of the CROP Finance platform.

For more detailed information on the CROP Tokens, you can check out the CROP Finance website, or the upcoming in-depth Medium article on the CROP Token.

How and Where to Buy CROP token ?

CROP has been listed on a number of crypto exchanges, unlike other main cryptocurrencies, it cannot be directly purchased with fiats money. However, You can still easily buy this coin by first buying Bitcoin, ETH, USDT, BNB from any large exchanges and then transfer to the exchange that offers to trade this coin, in this guide article we will walk you through in detail the steps to buy CROP token.

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

☞ SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

Next step - Transfer your cryptos to an Altcoin Exchange

Since CROP is an altcoin we need to transfer our coins to an exchange that CROP can be traded. Below is a list of exchanges that offers to trade CROP in various market pairs, head to their websites and register for an account.

Once finished you will then need to make a BTC/ETH/USDT/BNB deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase CROP from the exchange: https://zeedo.zeroswap.io/projects

The top exchange for trading in CROP token is currently …

Find more information CROP

☞ Website ☞ Social Channel ☞ Social Channel 2 ☞ Message Board ☞ Coinmarketcap

🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.

🔥 If you’re a beginner. I believe the article below will be useful to you ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner

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I hope this post will help you. Don’t forget to leave a like, comment and sharing it with others. Thank you!

#blockchain #bitcoin #crop #crop finance