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A macroscope in the redwoods
Abstract
The wireless sensor network "macroscope" offers the potential to advance science by enabling dense temporal and spatial monitoring of large physical volumes. This paper presents a case study of a wireless sensor network that recorded 44 days in the life of a 70-meter tall redwood tree, at a density of every 5 minutes in time and every 2 meters in space. Each node measured air temperature, relative humidity, and photosynthetically active solar radiation. The network captured a detailed picture of the complex spatial variation and temporal dynamics of the microclimate surrounding a coastal redwood tree. This paper describes the deployed network and then employs a multi-dimensional analysis methodology to reveal trends and gradients in this large and previously-unobtainable dataset. An analysis of system performance data is then performed, suggesting lessons for future deployments.
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Citations
Cited by
Chen, M., Mao, S., & Liu, Y. (2014) · Mobile Networks and Applications · doi:10.1007/s11036-013-0489-0 · Cited by 2,913
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
Hu, H., Wen, Y., Chua, T.-S., & Li, X. (2014) · IEEE Access · doi:10.1109/access.2014.2332453 · Cited by 1,099
Big Data: Survey, Technologies, Opportunities, and Challenges
Khan, N., Yaqoob, I., Hashem, I. A. T., Inayat, Z., Mahmoud Ali, W. K., Alam, M., Shiraz, M., & Gani, A. (2014) · The Scientific World Journal · doi:10.1155/2014/712826 · Cited by 547
ATPC: adaptive transmission power control for wireless sensor networks
Lin, S., Zhang, J., Zhou, G., Gu, L., Stankovic, J. A., & He, T. (2006) · Proceedings of the 4th international conference on Embedded networked sensor systems · doi:10.1145/1182807.1182830 · Cited by 537
Sensor network data fault types
Ni, K., Ramanathan, N., Chehade, M. N. H., Balzano, L., Nair, S., Zahedi, S., Kohler, E., Pottie, G., Hansen, M., & Srivastava, M. (2009) · ACM Transactions on Sensor Networks · doi:10.1145/1525856.1525863 · Cited by 431
Metadata
- Authors
- Tolle, G., Polastre, J., Szewczyk, R., Culler, D., Turner, N., Tu, K., Burgess, S., Dawson, T., Buonadonna, P., Gay, D., & Hong, W.
- Venue
- Proceedings of the 3rd international conference on Embedded networked sensor systems
- Publisher
- ACM
- Published
- 2005-11-02
- Pages
- 51-63
- OpenAlex
- W2011233235
- Cited by
- 776
- References
- 0
- FWCI
- 39.46
- Type
- conference paper
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: A macroscope in the redwoods. https://app.cochat.ai/papers/10.1145/1098918.1098925
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- Tolle, G., Polastre, J., Szewczyk, R., Culler, D., Turner, N., Tu, K., Burgess, S., Dawson, T., Buonadonna, P., Gay, D., & Hong, W. (2005). A macroscope in the redwoods. Proceedings of the 3rd international conference on Embedded networked sensor systems. https://doi.org/10.1145/1098918.1098925
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
