BIRCH, Circuit Judge:
In this appeal, we decide whether aerial surveillance of an occupied, private residence with infrared thermal detection as an indication that marijuana is being cultivated inside is an unconstitutional search. The district court denied defendant’s suppression motion. We AFFIRM.
I. BACKGROUND
In December, 1991, a Drug Enforcement Administration agent informed Agent Charles West of the Narcotics Division of the Alabama Department of Public Safety that thirty high-pressure, sodium lights had been shipped from California to defendant-appellant Theodore Robinson, Sr.’s address in Tuskegee, Alabama. Agent West knew that such lights commonly are used by private individuals for growing marijuana indoors.1 His investigation revealed that Robinson had ordered similar lights and hydroponic equipment in 1989 and 1990.
Additionally, subpoenaed utility records showed that Robinson’s average kilowatt consumption of 5,570 hours and average utility statement of $410.89 for the months of June, July and August, 1991, had increased to nearly 10,000 kilowatt hours for December, 1991, and a utility statement of $562.00. Houses approximately the size of Robinson’s generated monthly power statements between $130.00 and $150.00. Agent West’s investigation of Robinson’s financial status showed that Robinson owned an attractive house of approximately 2,800 square feet with a swimming pool and a nearby lot containing a new, prefabricated metal building. Although Robinson paid for the high-pressure, sodium lights with a cashier’s check in excess of $7,000.00, Agent West found that the Alabama Department of Revenue had no record of Robinson’s having filed income tax returns.
After collecting this information, Agent West directed a helicopter crew to conduct a Forward Looking Infrared Receiver (“FLIR”), thermal imaging examination2 to compare the heat emanating from Robinson’s house with the intensity of the heat from surrounding objects. Robinson’s home was considerably warmer than surrounding houses. Listing his investigatory findings, Agent West applied for a search warrant of Robinson’s home. On January 31, 1992, Agent West and others executed the search warrant and found a major, indoor marijuana growing operation.3 Two revolvers, a shotgun, and a [1328]*1328rifle also were found near the marijuana cultivation in Robinson’s house.
A two-count indictment in the Middle District of Alabama charged Robinson with the manufacture and possession of marijuana with intent to distribute and with possession of firearms in connection with a drug trafficking crime. Robinson moved to suppress the marijuana seized from his home pursuant to the search warrant. Following a suppression hearing, the district court denied his motion. Robinson then pled guilty and was sentenced to serve 130 months of imprisonment followed by seven years of supervised release. On appeal, he contends that the FLIR search of his house constituted an illegal search under the Fourth Amendment, and that there were insufficient facts for probable cause to issue the warrant to search his house.
II. DISCUSSION
Decisions on motions to suppress involve mixed questions of fact and law; “we review the district court’s factual findings for clear error, and its application of the law to the facts de novo." United States v. Hromada, 49 F.3d 685, 688 (11th Cir.1995). Additionally, we construe all facts in favor of the prevailing party. Id. Robinson first argues that the warrantless FLIR surveillance of his occupied home violated his Fourth Amendment rights.
The Fourth Amendment provides that “[t]he right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated.” U.S. Const, amend. IV. In United States v. Ford, 34 F.3d 992 (11th Cir.1994), we held that the ground surveillance of an unoccupied mobile home on leased land with a thermal infrared heat detector did not violate the Fourth Amendment. Three other circuits also have concluded that thermal infrared surveillance or FLIR is not an unconstitutional search. United States v. Ishmael, 48 F.3d 850 (5th Cir.1995); United States v. Myers, 46 F.3d 668 (7th Cir.1995); United States v. Pinson, 24 F.3d 1056 (8th Cir.), cert. denied, — U.S. -, 115 S.Ct. 664, 130 L.Ed.2d 598 (1994). Robinson argues that this case is distinguished from Ford because it involves an occupied home, which specifically implicates the Fourth Amendment. As we explain, our Ford analysis also applies to the aerial FLIR surveillance of Robinson’s home.
In Ford, we recognized that a party alleging an unconstitutional search under the Fourth Amendment must establish both a subjective and an objective expectation of privacy to succeed. Ford, 34 F.3d at 995 (citing Katz v. United States, 389 U.S. 347, 361, 88 S.Ct. 507, 516, 19 L.Ed.2d 576 (1967) (Harlan, J., concurring)). The subjective component requires that a person exhibit an actual expectation of privacy, while the objective component requires that “ ‘the [privacy] expectation be one that society is prepared to recognize as “reasonable.” ’ ” Id. (quoting Katz, 389 U.S. at 361, 88 S.Ct. at 516 (Harlan, J., concurring)). Thus, we must determine whether Robinson had a subjective expectation of privacy that society would recognize as objectively reasonable.
Our conclusion in Ford that the defendant-appellant held no subjective expectation of privacy turned on his purposefully venting the heat from his marijuana cultivation inside the mobile home with an electric blower through holes drilled in the floor. Id. In contrast to Ford, Robinson did not vent the heat from his marijuana growing operation or deliberately assist the emission of heat in any way. Consequently, we must decide in this case whether inaction can be as revealing regarding the subjective expectation of privacy as action.
The focal issue is whether Robinson had a subjective expectation of privacy in the heat generated by his indoor marijuana cultivation.4 We find none. While Robinson at[1329]*1329tempted to conceal his marijuana growing operation by conducting it inside his home, the record does not indicate that he affirmatively took any action to prevent the resulting heat from being emitted into the atmosphere above his house. The record shows no consideration for the emitted heat whatsoever until his indictment and knowledge' of the FLIR surveillance, which measured solely heat expelled into the atmosphere from Robinson’s home. Robinson’s inaction regarding the heat generated from his marijuana cultivation demonstrates his lack of concern for it. Thus, we conclude that Robinson has not established a subjective expectation of privacy in this heat emitted from his home.
Even if Robinson had demonstrated a subjective expectation of privacy in the heat emitted from his home, he also would have to establish the objective component of the Katz two-part test.
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BIRCH, Circuit Judge:
In this appeal, we decide whether aerial surveillance of an occupied, private residence with infrared thermal detection as an indication that marijuana is being cultivated inside is an unconstitutional search. The district court denied defendant’s suppression motion. We AFFIRM.
I. BACKGROUND
In December, 1991, a Drug Enforcement Administration agent informed Agent Charles West of the Narcotics Division of the Alabama Department of Public Safety that thirty high-pressure, sodium lights had been shipped from California to defendant-appellant Theodore Robinson, Sr.’s address in Tuskegee, Alabama. Agent West knew that such lights commonly are used by private individuals for growing marijuana indoors.1 His investigation revealed that Robinson had ordered similar lights and hydroponic equipment in 1989 and 1990.
Additionally, subpoenaed utility records showed that Robinson’s average kilowatt consumption of 5,570 hours and average utility statement of $410.89 for the months of June, July and August, 1991, had increased to nearly 10,000 kilowatt hours for December, 1991, and a utility statement of $562.00. Houses approximately the size of Robinson’s generated monthly power statements between $130.00 and $150.00. Agent West’s investigation of Robinson’s financial status showed that Robinson owned an attractive house of approximately 2,800 square feet with a swimming pool and a nearby lot containing a new, prefabricated metal building. Although Robinson paid for the high-pressure, sodium lights with a cashier’s check in excess of $7,000.00, Agent West found that the Alabama Department of Revenue had no record of Robinson’s having filed income tax returns.
After collecting this information, Agent West directed a helicopter crew to conduct a Forward Looking Infrared Receiver (“FLIR”), thermal imaging examination2 to compare the heat emanating from Robinson’s house with the intensity of the heat from surrounding objects. Robinson’s home was considerably warmer than surrounding houses. Listing his investigatory findings, Agent West applied for a search warrant of Robinson’s home. On January 31, 1992, Agent West and others executed the search warrant and found a major, indoor marijuana growing operation.3 Two revolvers, a shotgun, and a [1328]*1328rifle also were found near the marijuana cultivation in Robinson’s house.
A two-count indictment in the Middle District of Alabama charged Robinson with the manufacture and possession of marijuana with intent to distribute and with possession of firearms in connection with a drug trafficking crime. Robinson moved to suppress the marijuana seized from his home pursuant to the search warrant. Following a suppression hearing, the district court denied his motion. Robinson then pled guilty and was sentenced to serve 130 months of imprisonment followed by seven years of supervised release. On appeal, he contends that the FLIR search of his house constituted an illegal search under the Fourth Amendment, and that there were insufficient facts for probable cause to issue the warrant to search his house.
II. DISCUSSION
Decisions on motions to suppress involve mixed questions of fact and law; “we review the district court’s factual findings for clear error, and its application of the law to the facts de novo." United States v. Hromada, 49 F.3d 685, 688 (11th Cir.1995). Additionally, we construe all facts in favor of the prevailing party. Id. Robinson first argues that the warrantless FLIR surveillance of his occupied home violated his Fourth Amendment rights.
The Fourth Amendment provides that “[t]he right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated.” U.S. Const, amend. IV. In United States v. Ford, 34 F.3d 992 (11th Cir.1994), we held that the ground surveillance of an unoccupied mobile home on leased land with a thermal infrared heat detector did not violate the Fourth Amendment. Three other circuits also have concluded that thermal infrared surveillance or FLIR is not an unconstitutional search. United States v. Ishmael, 48 F.3d 850 (5th Cir.1995); United States v. Myers, 46 F.3d 668 (7th Cir.1995); United States v. Pinson, 24 F.3d 1056 (8th Cir.), cert. denied, — U.S. -, 115 S.Ct. 664, 130 L.Ed.2d 598 (1994). Robinson argues that this case is distinguished from Ford because it involves an occupied home, which specifically implicates the Fourth Amendment. As we explain, our Ford analysis also applies to the aerial FLIR surveillance of Robinson’s home.
In Ford, we recognized that a party alleging an unconstitutional search under the Fourth Amendment must establish both a subjective and an objective expectation of privacy to succeed. Ford, 34 F.3d at 995 (citing Katz v. United States, 389 U.S. 347, 361, 88 S.Ct. 507, 516, 19 L.Ed.2d 576 (1967) (Harlan, J., concurring)). The subjective component requires that a person exhibit an actual expectation of privacy, while the objective component requires that “ ‘the [privacy] expectation be one that society is prepared to recognize as “reasonable.” ’ ” Id. (quoting Katz, 389 U.S. at 361, 88 S.Ct. at 516 (Harlan, J., concurring)). Thus, we must determine whether Robinson had a subjective expectation of privacy that society would recognize as objectively reasonable.
Our conclusion in Ford that the defendant-appellant held no subjective expectation of privacy turned on his purposefully venting the heat from his marijuana cultivation inside the mobile home with an electric blower through holes drilled in the floor. Id. In contrast to Ford, Robinson did not vent the heat from his marijuana growing operation or deliberately assist the emission of heat in any way. Consequently, we must decide in this case whether inaction can be as revealing regarding the subjective expectation of privacy as action.
The focal issue is whether Robinson had a subjective expectation of privacy in the heat generated by his indoor marijuana cultivation.4 We find none. While Robinson at[1329]*1329tempted to conceal his marijuana growing operation by conducting it inside his home, the record does not indicate that he affirmatively took any action to prevent the resulting heat from being emitted into the atmosphere above his house. The record shows no consideration for the emitted heat whatsoever until his indictment and knowledge' of the FLIR surveillance, which measured solely heat expelled into the atmosphere from Robinson’s home. Robinson’s inaction regarding the heat generated from his marijuana cultivation demonstrates his lack of concern for it. Thus, we conclude that Robinson has not established a subjective expectation of privacy in this heat emitted from his home.
Even if Robinson had demonstrated a subjective expectation of privacy in the heat emitted from his home, he also would have to establish the objective component of the Katz two-part test. Under the objective prong, the proper inquiry is whether the “ ‘government’s intrusion infringes upon the personal and societal values protected by the Fourth Amendment.’ ” Ford, 34 F.3d at 996 (quoting Oliver v. United States, 466 U.S. 170, 182-83, 104 S.Ct. 1735, 1743, 80 L.Ed.2d 214 (1984)). Therefore, Robinson would have to demonstrate that his privacy expectation in the heat rising from his house would be accepted by society as objectively reasonable.
In validating the visual inspection of a greenhouse where marijuana was being cultivated within the curtilage of a house, the Supreme Court found that “no intimate details connected with the use of the home or curtilage were observed” during the aerial viewing. Florida v. Riley, 488 U.S. 445, 452, 109 S.Ct. 693, 697, 102 L.Ed.2d 835 (1989) (emphasis added). FLIR surveillance cannot measure temperature; it “merely compare[s] the amount of heat radiated from various objects.” Pinson, 24 F.3d at 1057. “[T]he mere fact that the police have employed relatively sophisticated forms of technological surveillance does not render the surveillance unconstitutional.... The crucial inquiry, as in any search and seizure analysis, is whether the technology reveals ‘intimate details.’ ”5 Ishmael, 48 F.3d at 855-56 (footnote omitted) (citation omitted) (quoting Dow Chemical Co. v. United States, 476 U.S. 227, 238, 106 S.Ct. 1819, 1827, 90 L.Ed.2d 226 (1986)); accord Ford, 34 F.3d at 996; Pinson, 24 F.3d at 1059.
In this case, the FLIR surveillance revealed only that Robinson’s house emitted [1330]*1330significantly more heat than others in the neighborhood of similar size. No revelation of intimate, even definitive, detail within the house was detectable; there was merely a gross, nondiscrete bright image indicating the heat emitted from the residence.6 Such heat detection with thermal imagery is not the “functional equivalent of an X-ray machine in that it allows officers to ‘see’ within a structure what it otherwise cannot see with the naked eye.” Ishmael, 48 F.3d at 856.
Moreover, there was no intrusion whatsoever into Robinson’s home because the emitted heat rose from his house and then was measured by the FLIR surveillance.7 See id. (holding that the “manner ” of detecting heat is “significant in assessing the reasonableness of the intrusion”). Using infrared surveillance to ascertain heat intensity is analogous to the warrantless use of drug-detecting dogs to locate contraband. See United States v. Place, 462 U.S. 696, 707, 103 S.Ct. 2637, 2644-45, 77 L.Ed.2d 110 (1983) (holding that using police-trained dogs to detect drugs in luggage does not violate the Fourth Amendment). Validating FLIR surveillance of a home, the Eight Circuit found that “[j]ust as odor escapes a compartment or building and is detected by the sense-enhancing instrument of a canine sniff, so also does heat escape a home and is detected by the sense-enhancing infrared camera.” Pinson, 24 F.3d at 1058. Because considerable electric lighting resulting in uncommon heat output is associated with indoor marijuana cultivation,8 unusual heat registered by FLIR surveillance serves as a method of identification.
Thus, we conclude that “[n]one of the interests which form the basis for the need for protection of a residence, namely the intimacy, personal autonomy and privacy associated with a home, are threatened by [FLIR] thermal imagery.” Id. at 1059; see Myers, 46 F.3d at 670 (determining that the thermal surveillance of a home was constitutional, the Seventh Circuit concluded that “[a] thermal imaging scan does not intrude in any way into the privacy and sanctity of a home”). Robinson has failed to establish an objective or reasonable expectation of privacy in the heat emitted from his house resulting from the unlawful marijuana cultivation inside, even if he had met the subjective component of the Katz test. Significantly, we are unconvinced that society ever would accept use of the Fourth Amendment to shield unlawful activity within one’s home when there are noninvasive methods of detecting such criminal activity through legitimate byproducts, such as the heat at issue in this case. We hold that the FLIR surveillance of Robinson’s home was not an unreasonable search violative of the Fourth Amendment.
Robinson’s second issue on appeal is his contention that there was insufficient evidence to constitute probable cause for issuing a search warrant. Accordingly, he argues that execution of the allegedly invalid search warrant violated his Fourth Amendment rights, and that the marijuana seized [1331]*1331should have been suppressed. Whether a search warrant affidavit provides sufficient facts to establish probable cause of a federal crime is a legal question “subject to complete and independent review by this court.” United States v. Miller, 24 F.3d 1357, 1360 (11th Cir.1994). We accord great deference to judicial determination of probable cause to issue a search warrant. United States v. Gonzalez, 940 F.2d 1413, 1419 (11th Cir.1991), cert. denied, 502 U.S. 1047, 112 S.Ct. 910, 116 L.Ed.2d 810, and cert. denied, 502 U.S. 1103, 112 S.Ct. 1194, 117 L.Ed.2d 435 (1992). In issuing a valid search warrant under the Fourth Amendment, a judge “ ‘is simply to make a practical, commonsense decision whether, given all the circumstances set forth in the affidavit ..., there is a fair probability that contraband or evidence of a crime will be found in a particular place.’ ” Miller, 24 F.3d at 1361 (quoting Illinois v. Gates, 462 U.S. 213, 238, 103 S.Ct. 2317, 2332, 76 L.Ed.2d 527 (1983)).
In this case, Agent West of the Narcotics Division of the Alabama Department of Public Safety, who had investigated narcotics offenses for twenty-two years and who specifically had been involved with search warrants concerning indoor marijuana cultivation, presented an affidavit containing the following facts supporting probable cause for a search warrant for Robinson’s home: (1) Robinson ordered thirty high-pressure sodium lights from a California company.specializing in indoor growing equipment and paid for them with a cashier’s check in excess of $7,000.00, (2) Robinson had purchased growing equipment from this company in the past, (3) based on his experience and training,9 Agent West knew that high-pressure sodium lights are used for indoor marijuana cultivation and that they consume a large amount of electricity and radiate much heat, (4) subpoenaed electric records for Robinson’s residence showed higher electrical consumption10 than for houses of comparable size,11 (5) aerial surveillance with FLIR equipment revealed considerably more heat emanating from Robinson’s home than from neighborhood houses of comparable size, and (6) visual inspection of the property revealed an attractive house with a swimming pool in an affluent neighborhood, yet no record of Robinson’s having paid state income taxes could be located. To the extent that Robinson claims that the FLIR aerial surveillance constituted an unlawful, warrantless search unavailable to support probable cause for issuance of the search warrant, we have negated that argument in our foregoing analysis.
Notwithstanding the additional evidence obtained from the aerial FLIR surveillance, we note that the weight of the other evidence would have provided sufficient probable cause for issuance of the search warrant in question. Cf. United States v. Olson, 21 F.3d 847, 849 (8th Cir.) (“We find that there was sufficient evidence, independent of the information obtained through the use of the FLIR device, to support a finding of ’ probable cause.”), cert. denied, — U.S. -, 115 S.Ct. 230, 130 L.Ed.2d 155 (1994); United States v. Deaner, 1 F.3d 192, 197 (3d Cir.1993) (holding that, even without the FLIR surveillance evidence, the rest of the factual information in the affidavit would have supported probable cause for issuance of the search warrant to determine if marijuana was being cultivated in a private residence); United States v. Kerr, 876 F.2d 1440, 1443 (9th Cir.1989) (holding that, even eliminating the infrared inspection, the other factual evidence supported probable cause to issue the search warrant for a shed on residential property to determine if marijuana was being [1332]*1332cultivated inside); see also United States v. Barnett, 989 F.2d 546, 557 (1st Cir.) (holding that, although infrared heat-detecting device used in aerial surveillance was operated by state police trooper with little experience in the equipment such that the heat readings for the residential property were questionable, the other factual data presented in the affidavit supported probable cause for a search warrant to investigate the manufacture of methamphetamine), cert. denied, — U.S. -, 114 S.Ct. 148, 126 L.Ed.2d 110, and cert. denied, — U.S. -, 114 S.Ct. 149, 126 L.Ed.2d 110 (1993). The thermal imagery evidence in addition to the cumulative impact of the other evidence amply demonstrated a fair probability that marijuana cultivation was occurring in Robinson’s house. Therefore, Robinson’s challenge to the sufficiency of the evidence to support probable cause for issuance of a search warrant for his house is meritless.
III. CONCLUSION
Robinson challenges the FLIR surveillance used to detect heat emitted from his house and also the sufficiency of the evidence to support probable cause for issuance of the search warrant that culminated in seizing marijuana that he was cultivating inside his home. As we explained herein, the aerial FLIR surveillance did not violate the Fourth Amendment, and the search warrant was valid because it was based upon sufficient evidence to provide probable cause. We AFFIRM.