Field observation
“Five trees at the eastern end still look weak. Check again next Tuesday.”
PlaceChangeFollow-up
AcreloreContact Field observation research from South Australia
What you notice in the field should not become hours of reconstruction.
Acrelore is an independent research and development project exploring how field observations can remain useful across people, places and return visits.
One issue.A history that remains understandable.
The real cost of a field note
Recording the issue is only the beginning.
A grower notices something important in seconds. Preserving enough information for another person, another visit, or a later report can take much longer.
The detail fades
A photo captures what was visible, but often not why it mattered, where it was, what changed, or who should return.
The record gets scattered
Notes, messages, camera rolls, spreadsheets, and memory each hold a different part of the same field story.
The work is repeated
Later, someone has to locate the issue, reconstruct the context, chase an update, and rewrite it for a report.
A familiar pattern
The observation happened outside. The administration waits inside.
An issue is noticedA quick photo is taken. The location is remembered informally.
A message is sentSomeone asks which row, how many plants, and whether action is required.
The record is completedThe details are reconstructed from memory, messages, photographs, and handwritten notes.
A report is requestedThe same information must be found, checked, organised, and written again.
Research direction
Better continuity between observation, action and return.
Acrelore investigates how computing can assist field workers without replacing professional judgement or turning fieldwork into form filling.
Record while the context is fresh
Reduce the gap between noticing an issue and creating a useful field record.
Keep observations connected
Preserve enough context for another visit, another person or a later decision.
Follow what changes
Build continuity around unresolved issues, completed work and the next inspection.
Prepare clearer reports
Start with an organised history instead of reconstructing events from scattered material.
Augmented reality and spatial computing
Researching how digital memory can remain connected to physical place.
Acrelore is exploring whether spatial interfaces can help field workers return to an earlier observation, understand what was recorded there, and compare what has changed.
The research focuses on the human questions: how guidance should appear outdoors, how confidently a location should be presented, when uncertainty must be made visible, and whether the approach improves attention, recall and follow-up without increasing cognitive load.
Situated guidance
Present useful context where the work is happening instead of separating it from the field.
Return and comparison
Study whether people can revisit an observation and judge change more consistently over time.
Human-centred assurance
Keep uncertainty visible and require the worker's judgement before a spatial record is treated as reliable.
Designed around repeated observation
Research grounded in real growing areas.
The work began in vineyards and is relevant wherever people return to the same blocks, rows, trees, beds or sections throughout a season.
VineyardsCitrusOrchardsTree nutsBerriesVegetablesNurseries
Research principles
Useful in the field. Careful with the evidence.
Human judgement
Technology should support observation and verification, not silently turn uncertainty into a diagnosis.
Field relevance
Evaluation should measure what improves work under real outdoor conditions.
Privacy and control
Growers should retain control of sensitive property and crop information.
Research and field collaboration
Interested in evaluating better field observation?
We welcome conversations with growers, researchers, agronomists and organisations working on agricultural observation, human-centred computing and field evaluation.
Email Ravi at ravi@manex.app