MARC details
| 000 -LEADER |
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| fixed length control field |
02766nam a2200253 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
CHED |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250127162712.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
ta |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250127e2023 ph ||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Transcribing agency |
Commission on Higher Education |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Lucero, Harold R. |
| 245 00 - TITLE STATEMENT |
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| Title |
Utilizing SMART space technology in determining planting sustainability and soil moisture stress |
| Statement of responsibility, etc. |
/ Harold R. Lucero |
| 260 3# - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Quezon City |
| Name of publisher, distributor, etc. |
: AMA University |
| Date of publication, distribution, etc. |
,c2023. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xvi, 160 leaves |
| Dimensions |
; 28 x 22cm. |
| 500 ## - GENERAL NOTE |
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| General note |
Dissertation (Doctor in Information Technology) --AMA University, October 2023. |
| 520 3# - SUMMARY, ETC. |
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| Summary, etc. |
This study aimed to utilize smart space technologies in determining<br/>planting sustainability and soil moisture stress that will optimize loT and data<br/>mining technique to help in achieving the government's goal of empowering and<br/>strengthening the nation's agricultural sector. The study employed the combined<br/>experimental, developmental, and quantitative research approach towards<br/>achieving the objectives of the study. In order to gather abiotic and edaphic data,<br/>including soil moisture, light, temperature, humidity, pH, and NPK level, the study<br/>constructed an loT prototype. The researcher employed LoRa technology in<br/>transmitting collected data into the loT gateway before uploading it to Firebase<br/>Realtime Database. The study also involved the development of a mobile<br/>application using Blynk loT Framework and web interface for remote monitoring<br/>and control of irrigation and UV lighting system. Comparative analysis was<br/>conducted between Random Forest, KNN, and Naive Bayes Algorithm in<br/>predicting planting sustainability based on available data. Based on the<br/>calculated Kappa of 0.9901, Random Forest demonstrated the highest level of<br/>accuracy with a "Almost Perfect" strength of agreement. Random forest was<br/>implemented using the RubixML library to enable the web interface to perform<br/>predictions of Planting Sustainability on data stored in the database. In the user<br/>evaluation test based on 1SO2501 O conducted by the researcher, the overall<br/>weighted mean for all criteria is 4.19, with an "Agree (A)" interpretation. This<br/>indicates that the developed system is of excellent quality, excelling in<br/>functionality, dependability, usability, efficiency, maintainability, and portability. |
| 650 10 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Agricultural innovations |
| Geographic subdivision |
Philippines. |
| 650 20 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Sustainable agriculture. |
| 650 30 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Soils |
| Geographic subdivision |
Philippines. |
| 650 40 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Soil management |
| Geographic subdivision |
Philippines. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="http://181.215.242.151/cgi-bin/koha/opac-retrieve-file.pl?id=24d71ae7ff4ce1f03b58d44efee9daea">http://181.215.242.151/cgi-bin/koha/opac-retrieve-file.pl?id=24d71ae7ff4ce1f03b58d44efee9daea</a> |
| Public note |
Abstract |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://181.215.242.151/cgi-bin/koha/opac-retrieve-file.pl?id=b9f00736099018cd1c710909d288e4cd">http://181.215.242.151/cgi-bin/koha/opac-retrieve-file.pl?id=b9f00736099018cd1c710909d288e4cd</a> |
| Public note |
Table of Contents |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Thesis and Dissertation |
| Suppress in OPAC |
No |
