bluuebunny/crossref_metadata_2025_split huggingface dataset:
Analisis Data Time Series Menggunakan LSTM (Long Short Term Memory) Dan ARIMA (Autocorrelation Integrated Moving Average) Dalam Bahasa Python.
Authors: Bayangkari Karno Adhitio Satyo 
Published: March 2021

Abstrak - Penelitian ini bertujuan untuk memprediksi data deret waktu dengan menggunakan dua metode, metode pertama yang umum digunakan adalah statistik Autocorrelation Integrated Moving Average (model ARIMA) dan metode kedua yang relatif baru, yaitu pembelajaran mesin Long Short Term Memory (LSTM). Sebelum data diproses dengan kedua metode, pembersihan data dan pengoptimalan data dilakukan. Optimalisasi data adalah proses transformasi untuk menghilangkan elemen tren dan variasi dari data. Transformasi terdiri dari 7 hasil kombinasi dari proses Log, Moving Average (MA), Exponential Weigh Moving Average (EWMA), dan Differencing (Diff). Tujuh proses masing-masing digunakan dalam proses ARIMA dan LSTM. Sehingga 14 prediksi akan diperoleh (7 dari proses ARIMA dan 7 dari proses LSTM). Dari 14 hasil prediksi diperoleh nilai RMSE terkecil untuk ARIMA adalah 2% dan nilai RMSE terkecil untuk LSTM adalah 1%. Hasil penelitian ini menggunakan 7 kombinasi proses transformasi, dapat meningkatkan tingkat akurasi prediksi dari ARIMA dan LSTM. Dimana akurasi mesin pembelajaran LSTM dengan menggunakan data stok Telkom memiliki akurasi lebih tinggi dari ARIMA.
Tropical Fruit Growers' Water Use and Conservation Practices in Miami-Dade County
Authors: Muñoz-Carpena Rafael , Crane Jonathan H. , Israel Glenn D. , Balerdi Carlos F. 
Published: March 2021

This fact sheet reports water conservation trends for tropical fruit producers based on an extensive survey carried out in Miami-Dade County. This document is Fact Sheet ABE345, one of a series of the Agricultural and Biological Engineering Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published December 2003.
https://edis.ifas.ufl.edu/ae257
Tropical Spiderwort (Commelina benghalensis L.), Identification and Control
Authors: Ferrell Jason A. , MacDonald Gregory E. , Brecht Barry J. 
Published: March 2021

Tropical spiderwort is an aggressive weed that produces aerial (above ground) and subterranean (below ground) flowers. This results in viable seed being produced both above and below ground. Tropical spiderwort also possesses the ability to root at the nodes and can be propagated from cut stems. Therefore, light cultivation can often break plant parts and increase the area of infestation. Although tropical spiderwort is difficult to control, early identification and proactive management can greatly reduce its impact on crop yields. This document is SS-AGR-223, one of a series of the Agronomy Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published May 2004.
SS-AGR-223/AG230: Benghal Dayflower/Tropical Spiderwort (Commelina benghalensis L.) Identification and Control (ufl.edu)
Edible Landscaping for Urban Sustainability
Authors: Worden Eva C. 
Published: March 2021

Landscaping in the urban setting offers tremendous opportunity for contributing to sustainability. One such opportunity is edible landscaping. Edible landscapes are those that include plant species for human consumption. This document is ENH971, one of a series of the Environmental Horticulture Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Original publication date May 2004.
ENH971/EP146: Edible Landscaping (ufl.edu)
Establishment of Native Wildflower Plantings by Seed
Authors: Norcini Jeffrey G. , Aldrich James H. 
Published: March 2021

Interest in planting native wildflowers along Florida's roadsides and in meadows has grown steadily over the past 30-40 years, and especially so more recently. The most common method to establish these plantings is by direct seeding. This publication describes direct seeding methods you can use to establish medium to large size native wildflower plantings, such as those on roadsides, meadows, commercial properties, and right-of-ways. This document is ENH 968, one of a series of the Environmental Horticulture Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Original publication date April 2004.
https://edis.ifas.ufl.edu/ep227
Healthy Living for Elders: Food Can Affect Your Medicines
Authors: Wittkowsky Paulina 
Published: March 2021

Food can affect the way prescription and over-the-counter medicines work. This can cause unwanted effects. When taking certain medicines, some foods should be avoided. This is document FCS 8622-ENG, is one in a series of the Department of Family, Youth and Community Sciences, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL 32611. Publication date: March 2004.
https://edis.ifas.ufl.edu/fy676
Vida Saludable para Personas de Edad: Los Suplementos Dietéticos
Authors: Hillan Jennifer 
Published: March 2021

Los suplementos dietéticos incluyen a las vitaminas, los minerales, las hierbas medicinales y otras sustancias. Si usted toma cualquiera de estos productos, siga los siguientes consejos que le ayudarán a usarlos de una manera segura.
This is document FCS 8623-SPAN, one in a series of the Department of Family, Youth and Community Sciences, Florida Cooperative Extension Service, Institute of Food and Agricultural, Sciences, University of Florida, Gainesville, FL 32611. Publication date: March 2004.
https://edis.ifas.ufl.edu/fy679
Healthy Living for Elders: Tips For Taking Over-The-Counter Medicine
Authors: Hillan Jennifer 
Published: March 2021

Nonprescription, over-the-counter (OTC) medications are often a convenient and inexpensive way to treat minor health problems. However, OTC products are serious medicines that can cause unwanted problems if used incorrectly. If you are taking OTC products, this document lists some guidelines to help you use them safely. This is document FCS 8624-ENG, one in a series of the Department of Family, Youth and Community Sciences, Florida Cooperative Extension Service, Institute of Food and Agricultrual Sciences, University of Florida, Gainesville, FL 32611. Publication date: March 2004.
https://edis.ifas.ufl.edu/fy681
Collecting a Poultry Litter Sample for Analysis
Authors: Hochmuth George J. , Jones Justine T. 
Published: March 2021

Through research, tables have been developed that describe the average nutrient concentration of animal wastes. However, the actual nutrient concentration of manures may vary from one livestock operation to another. Factors that contribute to this variation include: composition of the feed ration, design of the waste management system, season of year, animal health, etc. Therefore, it is important that livestock wastes are sampled and analyzed to determine their nutrient concentrations before a sound, nutrient management plan can be designed, implemented, or maintained. This document is HS938, one of a series of Department of Horticultural Sciences, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. November 2003.
https://edis.ifas.ufl.edu/hs189
Reproductive Growth and Development of Blueberry
Authors: Williamson Jeffrey G. , Lyrene Paul M. 
Published: March 2021

This document is HS976, one of a series of the Department of Horticultural Sciences, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Original publication date: April 2004.
HS976/HS220: Reproductive Growth and Development of Blueberry (ufl.edu)
Tomato IPM in Florida
Authors: Bloem Stephanie , Mizell Russell F. 
Published: March 2021

This document presents a historical narrative of tomato production in Florida that emphasizes the adoption and impact of Integrated Pest Management (IPM) practices and the future challenges facing tomato IPM research and technology transfer. This document is ENY-706, one of a series of the Department of Entomology and Nematology, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Publication date: September 2001. Revised: March 2004.
https://edis.ifas.ufl.edu/in178
Featherwing Beetles (Insecta: Coleoptera: Ptiliidae)
Authors: Dybas Henry S. 
Published: March 2021

Featherwing beetles are the smallest known beetles, the majority of the species being a millimeter or less in length. The common name is derived from the distinctive structure of the wings which are believed to function primarily for passive flotation, as in the ciliate seeds of dandelions. These wings are normally folded out of sight under the wing covers or elytra, which in some genera are shortened and truncate. However, in preserved specimens the featherwings often project beyond the apex of the elytra and aid (together with the minute body size) in the recognition of this family. This document is EENY-177 (originally published as DPI Entomology Circular 218), one of the Featured Creatures series of the Entomology and Nematology Department, Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: November 2000.
EENY177/IN334: Featherwing Beetles (Insecta: Coleoptera: Ptiliidae) (ufl.edu)
Forest Tent Caterpillar, Malacosoma disstria Hübner (Insecta: Lepidoptera: Lasiocampidae)
Authors: Meeker James R. 
Published: March 2021

The forest tent caterpillar, Malacosoma disstria Hübner, is the most widely distributed indigenous tent caterpillar in North America (Furniss and Carolin 1977). The forest tent caterpillar has been recognized as an important defoliator of a wide variety of deciduous hardwood trees throughout its range for many years (Batzer and Morris 1978). Although this univoltine insect is called a tent caterpillar, it is unlike other Malacosoma species in that the larvae do not construct tents. Instead, forest tent caterpillars spin silken mats on the trunks and large branches where they congregate to molt or rest from feeding. Larvae also deposit silk in strands along which they travel to and from feeding sites. The caterpillars themselves are relatively harmless to people (i.e., they do not bite or sting) although a few people have an allergic reaction to handling them. This document is EENY-184 (originally published as DPI Entomology Circular 385), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: January 2001.
EENY-184/IN341: Forest Tent Caterpillar, Malacosoma disstria H�bner (Insecta: Lepidoptera: Lasiocampidae) (ufl.edu)
A Stored Products Pest (no official common name), Oryzaephilus acuminatus (Insecta: Coleoptera: Silvanidae)
Authors: Thomas Michael C. , Woodruff Robert E. 
Published: March 2021

A commercial nursery in Fort Myers, Florida imported seeds of the neem tree (Azadirachta indica A. Juas) from India to be used for their purported insecticidal properties. Beetles were discovered in the storage area on 11 January 1983 and were sent to the Florida Department of Agriculture for identification. They were identified by the senior author as Oryzaephilus acuminatus Halstead, constituting the first United States record. Recommendations were immediately made to fumigate the area where the seed was stored in order to prevent establishment of the pest. This document is EENY-188 (originally published as DPI Entomology Circular 257), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: January 2001.
EENY-188/IN345: A Stored Products Pest, Oryzaephilus acuminatus (Insecta: Coleoptera: Silvanidae) (ufl.edu)
An Endoparasitic Wasp, Diachasmimorpha longicaudata (Ashmead) (Insecta: Hymenoptera: Braconidae)
Authors: Thompson C. R. 
Published: March 2021

Diachasmimorpha (formerly Biosteres or Opius) longicaudata Ashmead (Wharton 1987) is a solitary braconid wasp parasitoid of Caribbean fruit fly, Anastrepha suspensa (Loew), larvae. This document is EENY-193 (originally published as DPI Entomology Circular 325), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: March 2001. Revised: November 2004.
EENY193/IN350: A Parasitoid Wasp, Diachasmimorpha longicaudata (Ashmead) (Insecta: Hymenoptera: Braconidae) (ufl.edu)
White Garden Snail, Theba pisana (Mueller) (Gastropoda: Helicidae)
Authors: Deisler Jane E. , Stange Lionel A. 
Published: March 2021

The white garden snail, Theba pisana (Mueller), is the worst potential agricultural pest of the helicid snails introduced to North America (Mead 1971). It is the most frequently intercepted foreign land snail (Hanna 1966, Mead 1971), generally arriving in shipments from the Mediterranean countries. Theba pisana shows a strong proclivity for climbing up and into freight for aestivation and is difficult to detect. This snail can survive long and arduous journeys because of its ability to form a wall of dried mucus, called an epiphragm, in the aperture of its shell which reduces water loss during dormancy. Theba pisana is capable of explosive reproductive rates where it has been introduced, and can be found in densities of up to 3000 snails per tree (Mead 1971) after periods of less than 5 years (Chace 1915, Orcutt 1919). Once established, T. pisana causes severe defoliation of a number of plants, including citrus and ornamental plantings (Orcutt 1919, Pilsbry 1939, Abbott 1950, Dekle 1962, Hanna 1966, Mead 1971). Theba pisana was previously known as Helix pasana (Mueller). This document is EENY-197 (originally published as DPI Entomology Circular 2), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: March 2001. Revised August 2002.
EENY-197/IN354: White Garden Snail, Theba pisana (Mueller) (Gastropoda: Helicidae) (ufl.edu)
Eastern Cherry Fruit Fly, Rhagoletis cingulata (Loew) (Insecta: Diptera: Tephritidae)
Authors: Weems, Jr. Howard V. 
Published: March 2021

Larvae of two closely related species of fruit flies in central and eastern North America -- Rhagoletis cingulata (Loew), commonly called the cherry fruit fly or cherry maggot, and Rhagoletis fausta (Osten Sacken), the black cherry fruit fly -- attack cherry and cause wormy fruits. Only R. cingulata occurs in Florida, where it attacks wild cherries and is of little economic importance. These two species closely resemble a third pest species, the apple maggot, Rhagoletis pomonella (Walsh); the adults of all three have banded wings. R. cingulata breeds in all varieties of cherries including the sweet cherry. This document is EENY-203 (originally published as DPI Entomology Circular 116), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: March 2001.
EENY-203/IN360: Cherry Fruit Fly, Rhagoletis cingulata (Loew) (Insecta: Diptera: Tephritidae) (ufl.edu)
South American Cucurbit Fruit Fly, Anastrepha grandis (Macquart) (Insecta: Diptera: Tephritidae)
Authors: Weems, Jr. Howard V. 
Published: March 2021

Anastrepha grandis (Macquart) (1846: 227), which exists in several South American countries and possibly Panama, attacks watermelon and other fruits of the family Cucurbitaceae. Once a pest of minor to moderate importance generally, in recent years it has become a rather important pest. The pest status differs in each country and has changed in the last decade. This species would seem to be potentially of economic importance in Florida and southern Texas should it ever be introduced there. It has been intercepted in the United States in pumpkin from Argentina and Brazil, and one adult was found in banana debris from Panama. This document is EENY-205 (originally published as DPI Entomology Circular 334), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: March 2001.
https://edis.ifas.ufl.edu/in362
Hunting Billbug, Sphenophorus venatus vestitus Chittenden (Insecta: Coleoptera: Curculionidae)
Authors: Woodruff Robert E. 
Published: March 2021

The hunting billbug, Sphenophorus venatus vestitus Chittenden, is a weevil that is also commonly known as the "zoysia billbug" in Florida, where it has been reported as a pest of various grasses, especially in nurseries. Billbug larva are often confused with white grubs, which is the name usually given to beetle larvae in the genus Phyllophaga, family Scarabaeidae. This document is EENY-207 (originally published as DPI Entomology Circular 45), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: May 2001.
EENY207/IN364: Hunting Billbug, Sphenophorus venatus vestitus Chittenden (Insecta: Coleoptera: Curculionidae) (ufl.edu)
Cactus Bug, Chelinidea vittiger aequoris McAtee (Insecta: Hemiptera: Coreidae)
Authors: Mead Frank W. , Herring J. R. 
Published: March 2021

Insects that attack prickly pear cacti, Opuntia spp., in North America have been under investigation for a century. The primary purpose of this research has been to determine which insects have the most promise as biocontrol agents where cacti are severe weed problems. In Australia, for example, over 30,000,000 acres of pasture land were rendered useless because of dense stands of exotic prickly pear cacti. One of the native American cactus insects that showed early promise as a control agent was the coreid bug, Chelinidea vittiger Uhler. DeVol and Goeden (1973) discussed the value of this species in biological weed control and reported that it was ineffective in controlling prickly pears in Australia and Santa Cruz Island, California. In most areas of North America prickly pears are not a problem because a complex of insects keeps them under control. Chelinidea vittiger is considered a minor component of that complex. In Florida and the other southeastern states, the only Chelinidea present is C. vittiger aequoris McAtee. This document is EENY-208 (originally published as DPI Entomology Circular 149), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: May 2001. Revised: August 2003.
EENY208/IN365: Cactus Bug, Chelinidea vittiger aequoris McAtee (Insecta: Hemiptera: Coreidae) (ufl.edu)
A Psyllid, Boreioglycaspis melaleucae Moore (Insecta: Hemiptera: Psyllidae)
Authors: Wineriter Susan A. , Halbert Susan E. , Cuda James P. 
Published: March 2021

The introduced tree Melaleuca quinquenervia (Cav.) S.T. Blake (Myrtaceae), known as paperbark, punktree or melaleuca, is an aggressive invader of many South Florida ecosystems, including the Everglades. Melaleuca is considered a pest because it displaces native vegetation and degrades wildlife habitat; it also creates fire hazards and can cause human health problems (Rayamajhi et al. 2002). The USDA/ARS, with federal and state permission, introduced the psyllid Boreioglycaspis melaleucae into Broward County, Florida, in February 2002 as a potential biocontrol agent of melaleuca. This document is EENY-300 (originally published as DPI Entomology Circular 410- updated for this publication), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published: August 2003.
EENY300/IN495: A Psyllid, Boreioglycaspis melaleucae Moore (Insecta: Hemiptera: Psyllidae) (ufl.edu)
Integrated Pest Management for Florida Snap Beans
Authors: Pernezny Ken , Nuessly Gregg , Stall William 
Published: March 2021

Integrated pest management (IPM) is a pest control strategy that uses a multitude of techniques to bring about effective, economic control of diseases, insects nematodes, and weeds in Florida snap bean fields. These techniques incude cultural methods, resistant varieties, biological control, and use of chemicals. This document is PPP 36, one of a series of the Plant Pathology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Date Revised: July, 2003.
https://edis.ifas.ufl.edu/pp117
Sucrose Accumulation Maturity Curves for CP 80-1827
Authors: Gilbert Robert A. , Shine, Jr. James M. , Miller Jimmy D. , Rice Ronald W. , Rainbolt Curtis R. 
Published: March 2021

This fact sheet presents the sucrose accumulation maturity curves for different crop ages (plant cane, 1st ratoon, and 2nd ratoon) of CP 80-1827. CP 80-1827 harvest samples were collected at 2-week intervals at 5 locations over 4 harvest seasons in the Everglades Agricultural Area. Biomass and sugar yields were determined on all samples in order to generate SPT trends over time. A full comparison of CP 80-1827 SPT trends with 12 other CP cultivars may be found in EDIS publication SS-AGR-221 Maturity Curves and Harvest Schedule Recommendations for CP Sugarcane Varieties (http://edis.ifas.ufl.edu/SC069). This document is SS-AGR-217, one of a series of the Agronomy Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Published April, 2004. Reviewed March 2005.
SS-AGR-217/SC065: Sucrose Accumulation Maturity Curves for CP 80-1827 (ufl.edu)
Water Requirements for Drip-Irrigated Tomato Production in Southwest Florida
Authors: Stanley Craig D. , Clark G. A. 
Published: March 2021

Water management in drip irrigated tomato production requires information about the water needs of the crop as well as the water holding characteristics of the soil. Excessive irrigation can leach crop nutrients from the root zone while soil moisture deficit can result in crop stress. This publication will briefly present estimates of tomato plant water requirements under drip irrigated conditions for crops produced in the southwest Florida region. This is document SL-213, a publication of the Soil and Water Science Department, Florida Cooperative Extension Service, IFAS, University of Florida. Published February 2004.
https://edis.ifas.ufl.edu/ss432
What is Phase II NPDES?
Authors: Clark Mark W. 
Published: March 2021

The Phase II program expands Phase I by requiring additional operators of MS4s in urban areas, and most industries and operators of small construction sites, to implement programs and practices to control polluted stormwater runoff through the use of NPDES permits. This document is SL 215, a fact sheet of the Soil and Water Science Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. Original publication date: February 2004.
https://edis.ifas.ufl.edu/ss434