通过先进天气预报增强数字农业解决方案：Spire Weather 和 Mantle Labs 的案例研究
技术
- 平台即服务 (PaaS) - 应用开发平台
适用行业
- 水泥
- 食品与饮料
用例
- 施工管理
- 基础设施检查
关于客户
Mantle Labs 是一个开创性的农业金融科技平台，旨在创新和扩展其功能，以帮助全球 6 亿农民。该公司的人工智能平台 Geobotanics 旨在为农民提供及时的见解，帮助他们最大限度地提高利润并进行更强有力的风险评估。考虑到气候变化迅速加速对农业生产力的影响，这一点尤为重要。 Mantle Labs 的解决方案特别适合印度等发展中国家，因为印度 25% 以上的粮食生产都发生在这些国家，而且缺乏可靠的气象基础设施。
挑战
Mantle Labs 是一家领先的农业金融科技平台，在从全球（包括偏远地区）获取高质量天气数据方面面临着重大挑战。他们的人工智能平台 Geobotanics 的有效性受到输入质量的限制。他们必须处理粒度和一致性各不相同的多个数据源，这限制了他们可以访问的网格覆盖范围。有许多观测不足的地区缺乏投资天气数据基础设施和方法的手段或技能。结果，Mantle Labs 无法在全球范围内充分发掘其数字农业解决方案的潜力。
解决方案
为了克服这些限制，Mantle Labs 与 Spire Global 合作。此次合作旨在为农业领域的国际参与者提供更准确、更全面的天气数据。 Spire Global 的先进天气预报已集成到 Mantle Labs 的 Geobotanics 平台中，增强了其向农民提供及时见解的能力。这种整合可以进行更强有力的风险评估，并帮助农民最大限度地提高利润，特别是在气候变化迅速加速的情况下。改进的天气数据还使 Mantle Labs 能够将其数字农业解决方案扩展到以前观测不足的地区。
运营影响
数量效益
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