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AI dalam Kuis Deteksi Hama dan Spesies Invasif

Tinjau surveilans gambar, akustik, dan eDNA untuk hama sambil mengenali batasan konfirmasi dan perlunya validasi ahli.

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What kind of insect data did the InsectNet study use to develop its identification model?

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  1. What kind of insect data did the InsectNet study use to develop its identification model?
    • Images collected through citizen-science projects
    • Only synthetic audio waveforms
    • Only satellite radar
    • A list of legal pesticides
  2. Across approximately how many insect species did the InsectNet paper report identification?
    • Fewer than 10
    • More than 2,500
    • Tepatnya 100
    • Lebih dari 10 juta
  3. Which challenge does the InsectNet paper identify for real-world insect image classification?
    • A lack of audio transcripts
    • The need to estimate ocean tides
    • Similar-looking species and varied imaging conditions
    • Every insect having identical markings
  4. What does a positive eDNA test directly establish?
    • That the species has reproduced locally
    • That every individual of the species is present in the survey area
    • That a live organism is certainly at the exact sampling location now
    • That target genetic material was detected in the collected sample
  5. What behavior does the InsectNet paper report when its model is uncertain?
    • It can abstain from making a prediction
    • It labels every image as a new species
    • It deletes the image dataset
    • It automatically reports a pest outbreak
  6. What is the stated goal of the USDA ARS project listed in the guide?
    • Deploy an acoustic model for city traffic
    • Develop drone-image models to identify rangeland plants and produce vegetation maps
    • Certify commercial insect traps
    • Replace all field observations with satellite data
  7. Which environmental samples can be tested for eDNA?
    • Only tissue taken directly from a living animal
    • Only air samples collected indoors
    • Samples such as water or soil that may contain genetic material shed by organisms
    • Only DNA extracted from the animal itself
  8. Why can eDNA results be combined with traditional species observations?
    • eDNA replaces every field survey
    • Traditional observations make molecular controls unnecessary
    • The methods measure unrelated internet activity
    • The methods provide complementary evidence for distribution and follow-up