{"signature": "0x2af1f1365ba4dc2ef223f7209cc33994238aff182b8aa8d330eb729c683ad4622fe87b86f245d497eddf5ec90a8da3495e1a74f888617ae515ebc68dd3058a331b", "application": {"round": "0xfe353838ba7ef47c31530041f268161d090543ac", "answers": [{"type": "email", "hidden": true, "question": "Email Address", "questionId": 0, "encryptedAnswer": {"ciphertext": "0moVx9o0+INn2pTAfkcrkeDzhQXxbEye3BaQ3a9+Nj3iVnYDuawaW3VqfhhBwjVd", "encryptedSymmetricKey": "8a1feb7972900af3ae617259c9aa8101ff36650a315ea4a1f3cd971433e1ee36347fa26ce742bbde08657af4beaf980992eba1594d24d22dec89cb324050d8660cf340f7f6f5e1a16a24f2f042d58b95f61e8af85b6bf8b756207c6818f6de8ef6c12dff8ca429b9c85c6c61aa753ee18c179bcc139a778b16d1c38f0ee20009000000000000002023b0c9faa73e8e1a0c8b7854bc0b952ccd48fc5a3faff97dc21c6a4b5463a21944bf983713c15e5236b34e5dee225f8b"}}, {"type": "short-answer", "answer": "We are 100% grants (Filecoin Green & Climate Collective) and community (Gitcoin Rounds 18-20) funded.", "hidden": false, "question": "Funding Sources", "questionId": 1}, {"type": "number", "answer": "5", "hidden": false, "question": "Team Size", "questionId": 2}, {"type": "paragraph", "answer": "We pay communities for environmental data through web3. We have so far onboarded 25+ communities all over the world for payments for ecosystem services. ", "hidden": true, "question": "Impact statement - what real world problem do you solve and how", "questionId": 3}, {"type": "paragraph", "answer": "Celo is one of the payment rails that we use to pay our communities. We also attest our transactions through EAS.", "hidden": true, "question": "Celo leverage - how does your project contributed to the Celo ecosystem?", "questionId": 4}], "project": {"id": "0x74965e6ddf84caa8f5fa121bf1df71e6b2696343a92b6700cfb34576e9fc7dc6", "title": "GainForest: A global conservation data income enabled by AI and web3", "logoImg": "bafkreihqv4kxbybv2tkse2byeuyhyxw74lrjotqpto5xmj57kvwraj3jgm", "metaPtr": {"pointer": "bafkreicsp62si27h2guitmoeyzu3dht6sn7uzom6o5t5dz2zplcbkwz2ve", "protocol": "undefined"}, "website": "https://gainforest.earth", "bannerImg": "bafkreidxf4bf4yuivv2y3kz3ilvgwv6calighiexwgziyljc2j65atg2j4", "createdAt": 1713301991812, "userGithub": "", "credentials": {"twitter": {"type": ["VerifiableCredential"], "proof": {"jws": "eyJhbGciOiJFZERTQSIsImNyaXQiOlsiYjY0Il0sImI2NCI6ZmFsc2V9..0XtxBfIwV45Ec3BgG_nFEjKAwi76kXAb5LS3oEu1pO2BG6DIxYkcNJykJZq6CJH-ELnq8FAKuVAMgDg5idO3BQ", "type": "Ed25519Signature2018", "created": "2024-04-16T21:57:59.417Z", "proofPurpose": "assertionMethod", "verificationMethod": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC#z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC"}, "issuer": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC", "@context": ["https://www.w3.org/2018/credentials/v1"], "issuanceDate": "2024-04-16T21:57:59.417Z", "expirationDate": "2024-07-15T21:57:59.417Z", "credentialSubject": {"id": "did:pkh:eip155:1:0x1E75F4Ee9732047f0C6BB47a1b8dad8CFD1E8Eed", "hash": "v0.0.0:Qp/1VRw5O3CmmlNgfSnd9bOUybAlfTym8kYezeotguI=", "@context": [{"hash": "https://schema.org/Text", "provider": "https://schema.org/Text"}], "provider": "ClearTextTwitter#GainForestNow"}}}, "description": "gainforest.earth is a global non-profit and that aims to bring transparency to conservation and restoration projects using web3.\n\n![gainforest.app](https://imgur.com/s4rPU5m.gif)\n\n### How gainforest.earth works\n\nOn the financial side, the flow of funds towards a conservation project are transparently displayed on our Green Globe [**platform**](www.gainforest.app). On the conservation and restoration side, local communities use a variety of **dMRV (Decentralized Monitoring, Reporting and Verification) and DePIN (Decentralized Physical Infrastructure Network)** techniques to show \"Proof of Care\", or proof that the funds are used towards sustainable stewardship. Specifically, they upload individual tree images, audio recordings and drone data.\n\n![How Gainforest works](https://gainforest.notion.site/image/https%3A%2F%2Fprod-files-secure.s3.us-west-2.amazonaws.com%2F592f10fa-b2fe-4de7-84d7-d47ef5244493%2Fe79e5d80-19de-4eb9-8383-5bbc12ea9ead%2FScreenshot_2024-08-04_at_22.20.25.png?table=block&id=a4107b04-567c-4f7b-8533-32c6171ec503&spaceId=592f10fa-b2fe-4de7-84d7-d47ef5244493&width=1420&userId=&cache=v2)\n\n*Gainforest.Earth provides communities with artificial intelligence models to measure impact. A global data council then decides on conservation data payments (through an escrow). Every step is tracked through [attestations](https://celo.easscan.org/attestations/forSchema/0x1636b2944b2b3a8d9553323543b8b0d4653915ffa4038c5bd18400fbffc368ad).*\n\n### On Conservation Data Income for local and Indigenous communities\n\nData regarding biodiversity in the Global South is scarce. Many species of plants and animals in these regions remain undiscovered and undocumented. **A conservation-focused data collection initiative would create a global data commons**, propelling the advancement of AI and biodiversity research in these areas. **We work together with local communities to co-design environmental data collection and research.** \n\n![Workshop in Inhaa-be](https://gainforest.notion.site/image/https%3A%2F%2Fprod-files-secure.s3.us-west-2.amazonaws.com%2F592f10fa-b2fe-4de7-84d7-d47ef5244493%2F9e60a531-47ff-4795-80cb-baf255c58988%2FUntitled.png?table=block&id=f5009c7c-5cc8-4aa4-9fd7-0884c8afdbaa&spaceId=592f10fa-b2fe-4de7-84d7-d47ef5244493&width=1420&userId=&cache=v2)\n\nGainForest provides local and Indigenous communities with equitable artificial intelligence models to measure their impact.\n\nCurrently, our platform welcomes a network of **25** (and counting!) conservation organizations around the world.\n\n### On Artificial Intelligence for Forest and Biodiversity Monitoring\n\nGainforest develops in-house artificial intelligence algorithms for nature-based impact monitoring. We are focusing on two research areas:\n\n- Bioacoustic models to detect biodiversity activity\n- Geospatial models to classify forest canopy structure and individual trees\n\nAll predictions are provided to our communities through our Insights platform, the Green Globe - a data commons for ReFi.\n\n![gainforest.app](https://gainforest.notion.site/image/https%3A%2F%2Fprod-files-secure.s3.us-west-2.amazonaws.com%2F592f10fa-b2fe-4de7-84d7-d47ef5244493%2F3cb59e0d-6599-4d9c-b14c-082908ed7c7d%2FScreenshot_2024-08-04_at_22.37.26.png?table=block&id=554c8dc4-9e18-4242-8ff3-a9bc2a7ec27a&spaceId=592f10fa-b2fe-4de7-84d7-d47ef5244493&width=1420&userId=&cache=v2)\n\n*We host the GainForest Green Globe, a global data commons that local and Indigenous communities can use to display their conservation efforts*\n\n![Tree delineation](https://gainforest.notion.site/image/https%3A%2F%2Fprod-files-secure.s3.us-west-2.amazonaws.com%2F592f10fa-b2fe-4de7-84d7-d47ef5244493%2Fa105b746-6ef1-4d8f-b676-ad3b94e1ab38%2Fdelineation.png?table=block&id=de222e09-e178-473a-8b3d-be9108466690&spaceId=592f10fa-b2fe-4de7-84d7-d47ef5244493&width=1420&userId=&cache=v2)\n\n*Our canopy delineation algorithm is able to detect and count individual trees even in dense rainforests from a single drone image*\n\n**Our work has gotten us to become [one of six finalists](https://www.xprize.org/prizes/rainforest/finalist-teams#:~:text=XPRIZE%20Rainforest's%20independent%20judging%20panel,of%20the%20XPRIZE%20Rainforest%20competition)** **of the XPRIZE RainForest competition**. 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