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Σημαντικό
Microsoft Azure Data Manager for Agriculture (Preview) will be retired on September 1, 2025.
If you are actively using Azure Data Manager for Agriculture (Preview), we recommend that you pause new development and begin transition planning as soon as possible. This preview no longer receives functional or security updates.
Microsoft doesn't retain copies of your data. Extract your data as soon as possible; Microsoft will delete it 30 days after the retirement date.
Thank you for engaging with Azure Data Manager for Agriculture (Preview) and for leading with innovation during this early phase.
Have questions? Get answers from community experts in Microsoft Q&A. If you have a support plan and need technical help, create a support request.
Azure Data Manager for Agriculture Preview is updated on an ongoing basis. To keep you informed about recent developments, this article provides information about:
Copilot templates for agriculture enable seamless retrieval of data stored in Azure Data Manager for Agriculture and customers' own data. Many customers have proprietary data outside Azure Data Manager for Agriculture; for example, agronomy PDFs or market price data. Such customers can benefit from an orchestration framework that allows for plugins, embedded data structures, and subprocesses to be selected as part of the query flow.
Although Azure Data Manager for Agriculture isn't required to operationalize copilot templates for agriculture, it enables customers to more easily integrate generative AI scenarios for their users. Learn more in Generative AI in Azure Data Manager for Agriculture.
The generative AI capability in Azure Data Manager for Agriculture enables seamless selection of APIs mapped to farm operations. This support enables use cases that are based on tillage, planting, applications, and harvesting types of farm operations.
Plugins in the generative AI capability allow for a combination of results, calculation of area, ranking, and summarizing to help serve customer prompts. These capabilities enable customers and partners to build their own agriculture copilots that deliver insights to farmers. Learn more in Generative AI in Azure Data Manager for Agriculture.
We improved the satellite ingestion capability. The improvements include:
These improvements might require changes in how you consume services to ensure continuity. You can find more details on the satellite service and these changes in Ingest satellite imagery in Azure Data Manager for Agriculture.
Listing of activities by party ID and by activity ID is consolidated into a more powerful, common search endpoint. Read more in Work with farm activities and activity data in Azure Data Manager for Agriculture.
We released a new user-friendly experience to install independent software vendor (ISV) solutions that are available for Azure Data Manager for Agriculture. You can now go to your Azure Data Manager for Agriculture instance on the Azure portal, view available solutions, and install them in a seamless experience.
Currently, the available ISV solutions are from Bayer AgPowered Services. You can view the listing in Azure Marketplace. You can learn more about installing ISV solutions in Work with an ISV solution.
We deprecated the old weather APIs from API version 2023-07-01. We replaced them with simple yet powerful provider-agnostic weather APIs. See the API documentation.
We added support for Climate FieldView as a built-in data source. You can now automatically sync planting, application, and harvest activity files from FieldView accounts directly into Azure Data Manager for Agriculture. Learn more about this capability in Work with farm activities data in Azure Data Manager for Agriculture.
We updated our data model to improve flexibility. The boundary object is deprecated in favor of a geometry property that's now supported in nearly all data objects. This change brings consistency to how space is handled across hierarchy, activity, and observation themes. It allows for more flexible integration when you're ingesting data from a provider that has strict hierarchy requirements.
You can now sync data that might not perfectly align with an existing hierarchy definition and resolve the conflicts with spatial overlap queries. Learn more in Hierarchy model in Azure Data Manager for Agriculture.
Azure Data Manager for Agriculture supports a range of data ingress connectors. These connections require customer keys in a bring your own license (BYOL) model. You can use your license keys safely by storing your secrets in a key vault, enabling system identity, and providing read access to Azure Data Manager for Agriculture. Details are available in Store and use your own license keys in Azure Data Manager for Agriculture.
You can start pushing data from your own sensors into Azure Data Manager for Agriculture. This capability useful if your sensor provider doesn't want to take steps to onboard its sensors or if you don't have such support from your sensor provider. Details are available in Sensor integration as both partner and customer in Azure Data Manager for Agriculture.
Azure Data Manager for Agriculture implements API throttling to help ensure consistent performance by limiting the number of requests within a specified time frame. Throttling prevents resource overuse and maintains optimal performance and reliability for all customers. Details are available in API throttling guidance for Azure Data Manager for Agriculture.
In Azure Data Manager for Agriculture Preview, you can monitor how and when your resources are accessed, and by whom. You can also debug reasons for failure of data-plane requests. Audit logs are now available for your use.
You can connect to Azure Data Manager for Agriculture Preview from your virtual network via a private endpoint. You can then limit access to your Azure Data Manager for Agriculture instance over these private IP addresses. Private links are now available for your use.
To support scalable ingestion of geometry-clipped imagery, we partnered with Sentinel Hub by Sinergise to provide a seamless BYOL experience. Read more about the satellite connector in Ingest satellite imagery in Azure Data Manager for Agriculture.
Azure Data Manager for Agriculture is now available in preview. See the blog post.
Τεκμηρίωση
ISV solution framework in Azure Data Manager for Agriculture
Learn about solutions that ISVs build on top of Azure Data Manager for Agriculture.
API throttling guidance for Azure Data Manager for Agriculture
This article provides information on API throttling limits to plan usage in Azure Data Manager for Agriculture.
Ingest sensor data in Azure Data Manager for Agriculture
Get step-by-step guidance for ingesting sensor data.
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